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CN118869061A - An all-optical routing intelligent communication switching protection method based on MEMS technology - Google Patents

An all-optical routing intelligent communication switching protection method based on MEMS technology Download PDF

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CN118869061A
CN118869061A CN202410887797.5A CN202410887797A CN118869061A CN 118869061 A CN118869061 A CN 118869061A CN 202410887797 A CN202410887797 A CN 202410887797A CN 118869061 A CN118869061 A CN 118869061A
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optical signal
optical
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spectrum
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CN118869061B (en
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张晓峰
齐军
马旭斌
梁笑
张畅
关朕
徐常志
王传琦
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Inner Mongolia Electric Power Group Co ltd Alxa Power Supply Branch
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/03Arrangements for fault recovery
    • H04B10/032Arrangements for fault recovery using working and protection systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/03Arrangements for fault recovery
    • H04B10/038Arrangements for fault recovery using bypasses
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/07Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
    • H04B10/075Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
    • H04B10/079Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
    • H04B10/0795Performance monitoring; Measurement of transmission parameters
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

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  • Electromagnetism (AREA)
  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
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  • Optical Communication System (AREA)

Abstract

The invention relates to the field of digital information transmission, in particular to an all-optical-path routing intelligent communication switching protection method based on MEMS technology. The method comprises the steps that optical signal data acquisition processing is carried out on all-optical routes through an MEMS sensor, so that node optical signal data are obtained; carrying out communication frequency analysis on the node optical signal data to obtain a communication frequency chart; performing peak spectrum bandwidth coverage analysis and abnormal influence communication evaluation analysis on the node optical signal data to obtain spectrum abnormal communication influence data; performing reflection curve construction processing on the light pulse time characteristic data to obtain a light signal reflection curve; performing abnormal influence communication evaluation analysis on the optical signal reflection curve based on the optical signal spectrogram to obtain optical signal reflection abnormal communication influence data; carrying out abnormal communication strategy analysis on the communication frequency chart based on the two communication influence data to obtain an abnormal channel switching strategy; the invention optimizes the abnormal data analysis and ensures the optimization of the communication switching speed.

Description

一种基于MEMS技术的全光路由智能通信切换保护方法An all-optical routing intelligent communication switching protection method based on MEMS technology

技术领域Technical Field

本发明涉及数字信息传输领域,尤其用于一种基于MEMS技术的全光路由智能通信切换保护方法。The invention relates to the field of digital information transmission, and in particular to an all-optical routing intelligent communication switching protection method based on MEMS technology.

背景技术Background Art

传统的光通信网络依赖于电子交换节点,用于路由和管理光信号,电子交换节点成为性能瓶颈,限制系统速度并增加延迟。在光通信网络中使用MEMS技术进行高效和灵活的流量管理以及进行故障保护信息传输,MEMS是一种微电子机械系统技术,利用微米尺度的电子元件和机械元件相结合,实现微型化、高性能的器件,在光通信领域,MEMS技术能够实现光路的精确控制和调节,为全光路由实现光信号的直接传输和切换,避免光电转换过程,提高网络传输效率和带宽利用率,但是MEMS技术是一种微电子机械系统技术,在通信切换方面会存在MEMS技术中对光信号异常进行分析的机械运动相对光信号速度较慢的局限性。Traditional optical communication networks rely on electronic switching nodes for routing and managing optical signals, which become performance bottlenecks, limiting system speed and increasing latency. MEMS technology is used in optical communication networks for efficient and flexible traffic management and fault protection information transmission. MEMS is a micro-electromechanical system technology that combines micron-scale electronic and mechanical components to achieve miniaturized, high-performance devices. In the field of optical communications, MEMS technology can achieve precise control and regulation of optical paths, realize direct transmission and switching of optical signals for all-optical routing, avoid the photoelectric conversion process, and improve network transmission efficiency and bandwidth utilization. However, MEMS technology is a micro-electromechanical system technology. In terms of communication switching, there is a limitation that the mechanical movement of MEMS technology for analyzing optical signal anomalies is relatively slow compared to the speed of optical signals.

发明内容Summary of the invention

基于此,本发明有必要提供一种基于MEMS技术的全光路由智能通信切换保护方法,以解决至少一个上述技术问题。Based on this, it is necessary for the present invention to provide an all-optical routing intelligent communication switching protection method based on MEMS technology to solve at least one of the above technical problems.

一种基于MEMS技术的全光路由智能通信切换保护方法,包括以下步骤:An all-optical routing intelligent communication switching protection method based on MEMS technology comprises the following steps:

步骤S1:通过MEMS传感器对全光路由进行光信号数据获取处理,得到节点光信号数据;对节点光信号数据进行光脉冲特征以及光谱分析,得到光脉冲时间特征数据以及光信号光谱图;基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图;Step S1: performing optical signal data acquisition and processing on the all-optical routing through a MEMS sensor to obtain node optical signal data; performing optical pulse characteristics and spectrum analysis on the node optical signal data to obtain optical pulse time characteristic data and an optical signal spectrum diagram; performing communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram;

步骤S2:基于节点光信号数据对光信号光谱图进行峰值分析,得到波长光谱峰值数据;对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行异常影响通信评估分析,得到光谱异常通信影响数据;Step S2: Based on the node optical signal data, a peak analysis is performed on the optical signal spectrum to obtain wavelength spectrum peak data; a spectrum bandwidth coverage analysis is performed on the optical signal spectrum to obtain optical signal coverage frequency range data; based on the wavelength spectrum peak data and the optical signal coverage frequency range data, an abnormal impact communication evaluation analysis is performed on the optical signal spectrum to obtain spectrum abnormality communication impact data;

步骤S3:对光脉冲时间特征数据进行时域波形构建,得到光时域波形;基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据;Step S3: constructing a time domain waveform for the optical pulse time characteristic data to obtain an optical time domain waveform; constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve; and evaluating and analyzing the abnormal impact of the optical signal reflection curve on communication based on the optical signal spectrum to obtain optical signal reflection abnormality communication impact data;

步骤S4:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;对光谱反射频率图进行光谱反射异常融合指数分析,得到光谱反射异常融合指数;基于光谱反射异常融合指数以及全光路由节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S4: Based on the spectral abnormal communication impact data and the optical signal reflection abnormal communication impact data, the communication frequency map is subjected to image fitting processing to obtain a spectral reflection frequency map; the spectral reflection frequency map is subjected to spectral reflection anomaly fusion index analysis to obtain a spectral reflection anomaly fusion index; based on the spectral reflection anomaly fusion index and the all-optical routing node data, an abnormal communication strategy analysis is performed on the all-optical routing to obtain an abnormal channel switching processing strategy.

本发明通过使用MEMS传感器获取全光路由中的光信号数据,对节点的光学性能进行全面分析,光脉冲特征和光谱分析提供有关光信号的时间和频率特性的宝贵见解,通过对光脉冲的时间特征和光谱图进行通信频率分析,以揭示任何潜在的干扰或冲突;通过对节点光信号数据进行光谱峰值分析,以识别光信号中的特定波长,有助于了解任何潜在的波长相关异常,光谱带宽覆盖分析提供了光信号覆盖的频率范围,对于评估通信质量和潜在频率干扰非常重要,通过将光谱峰值和覆盖率数据结合起来,以评估光学异常对通信的影响;通过构建光时域波形,以表示光信号随时间的变化,有助于检测任何时间相关的特征或异常,基于光时域波形的反射曲线构建提供了对光信号反射特性的见解,对于了解网络性能和识别任何反射引起的干扰非常有用,通过将光信号反射曲线与光谱图相结合,以评估反射异常对通信的影响;通过对通信频率图进行图像拟合处理,生成了光谱反射频率图,提供了光信号反射特性的频率域表示,揭示了反射与频率之间的关系,基于光谱反射频率图,对光谱反射异常进行了融合指数分析,得到光谱反射异常融合指数,指数量化了反射异常在整个频率范围中的影响程度,有利于最后对于全光路由的智能切换,最后,通过考虑光谱反射异常融合指数和全光路由节点数据,以分析异常通信策略并制定信道切换处理策略,有利于优化在切换信道保护过程中EMES技术运作分析光信号异常操作速度进行优化,以优化信号处理策略方式减少机械组件切换信道影响。The present invention uses MEMS sensors to obtain optical signal data in all-optical routing and conducts a comprehensive analysis of the optical performance of the node. Optical pulse characteristics and spectral analysis provide valuable insights into the time and frequency characteristics of optical signals. Communication frequency analysis is performed on the time characteristics and spectral diagram of optical pulses to reveal any potential interference or conflict. Spectral peak analysis is performed on the node optical signal data to identify specific wavelengths in the optical signal, which helps to understand any potential wavelength-related anomalies. Spectral bandwidth coverage analysis provides the frequency range covered by the optical signal, which is very important for evaluating communication quality and potential frequency interference. Spectral peak and coverage data are combined to evaluate the impact of optical anomalies on communication. An optical time domain waveform is constructed to represent the change of the optical signal over time, which helps to detect any time-related characteristics or anomalies. The reflection curve construction based on the optical time domain waveform provides insights into the reflection characteristics of the optical signal. It is very useful for understanding network performance and identifying any interference caused by reflection. The optical signal reflection curve is combined with the spectrum diagram to evaluate the impact of reflection anomalies on communication. The spectral reflection frequency diagram is generated by image fitting processing of the communication frequency diagram, which provides a frequency domain representation of the optical signal reflection characteristics and reveals the relationship between reflection and frequency. Based on the spectral reflection frequency diagram, the spectral reflection anomaly is analyzed by fusion index to obtain the spectral reflection anomaly fusion index. The index quantifies the degree of influence of the reflection anomaly in the entire frequency range, which is beneficial to the final intelligent switching of all-optical routing. Finally, by considering the spectral reflection anomaly fusion index and all-optical routing node data, the abnormal communication strategy is analyzed and the channel switching processing strategy is formulated, which is beneficial to optimize the operation of EMES technology in the process of switching channel protection, and optimizes the optical signal abnormal operation speed to reduce the impact of mechanical components on switching channels in order to optimize the signal processing strategy.

优选地,步骤S1包括以下步骤:Preferably, step S1 comprises the following steps:

步骤S11:对全光路由进行通信节点标识处理,得到全光路由节点;Step S11: performing communication node identification processing on the all-optical routing to obtain an all-optical routing node;

步骤S12:通过MEMS传感器对全光路由节点进行光信号数据获取处理,得到节点光信号数据;Step S12: performing optical signal data acquisition processing on the all-optical routing node through the MEMS sensor to obtain the node optical signal data;

步骤S13:对节点光信号数据进行光脉冲时间特征分析,得到光脉冲时间特征数据;Step S13: performing optical pulse time characteristic analysis on the node optical signal data to obtain optical pulse time characteristic data;

步骤S14:对节点光信号数据进行光谱图分析,得到光信号光谱图;Step S14: performing spectrum analysis on the node optical signal data to obtain an optical signal spectrum graph;

步骤S15:基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图。Step S15: Perform communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram.

本发明通过对全光路由进行通信节点标识处理,确定各个节点的位置和身份,为后续数据采集和分析提供准确的节点信息,有利于系统的管理和监控;利用MEMS传感器对全光路由节点进行光信号数据的获取处理,实时监测节点的光信号情况,为后续光信号分析和异常处理提供数据基础;对节点光信号数据进行光脉冲时间特征分析,提取出光信号的时间特征数据,有助于了解光信号的传输速度和时间特性,为通信频率分析提供重要参考;节点光信号数据进行光谱图分析,获取光信号的频谱特征,有助于了解光信号的频率分布情况,为通信频率分析和系统优化提供依据;通过将光脉冲时间特征数据与光信号光谱图相结合,对节点光信号数据进行通信频率分析;有利于揭示网络中使用的通信频率模式,通过识别和分析这些频率模式,以帮助检测潜在的频率冲突、干扰或未利用的频带,从而优化光通信性能并确保高效的频谱利用。The present invention performs communication node identification processing on the all-optical routing to determine the position and identity of each node, provides accurate node information for subsequent data collection and analysis, and is beneficial to system management and monitoring; uses MEMS sensors to obtain and process optical signal data of the all-optical routing nodes, monitors the optical signal conditions of the nodes in real time, and provides a data basis for subsequent optical signal analysis and abnormal processing; performs optical pulse time feature analysis on the optical signal data of the nodes to extract the time feature data of the optical signals, which is helpful to understand the transmission speed and time characteristics of the optical signals and provides an important reference for communication frequency analysis; performs spectrum analysis on the optical signal data of the nodes to obtain the spectrum features of the optical signals, which is helpful to understand the frequency distribution of the optical signals and provides a basis for communication frequency analysis and system optimization; performs communication frequency analysis on the optical signal data of the nodes by combining the optical pulse time feature data with the optical signal spectrum; is beneficial to revealing the communication frequency patterns used in the network, and helps detect potential frequency conflicts, interferences or unused frequency bands by identifying and analyzing these frequency patterns, thereby optimizing optical communication performance and ensuring efficient spectrum utilization.

优选地,步骤S15包括以下步骤:Preferably, step S15 comprises the following steps:

步骤S151:对光脉冲时间特征数据进行光相位分析,得到光脉冲相位谱;Step S151: performing optical phase analysis on the optical pulse time characteristic data to obtain an optical pulse phase spectrum;

步骤S152:对光脉冲相位谱进行光脉冲重复频率分析,得到光脉冲重复频率;Step S152: performing optical pulse repetition frequency analysis on the optical pulse phase spectrum to obtain the optical pulse repetition frequency;

步骤S153:对光信号光谱图进行频率分析,得到光信号光谱频率;Step S153: performing frequency analysis on the optical signal spectrum to obtain the optical signal spectrum frequency;

步骤S154:基于光脉冲重复频率以及光信号光谱频率对节点光信号数据进行通信频率分析,得到光信号通信频率数据;Step S154: performing communication frequency analysis on the node optical signal data based on the optical pulse repetition frequency and the optical signal spectrum frequency to obtain optical signal communication frequency data;

步骤S155:对光信号通信频率数据进行频率构图处理,得到光信号通信频率图。Step S155: Perform frequency mapping processing on the optical signal communication frequency data to obtain an optical signal communication frequency map.

本发明通过对光脉冲时间特征数据进行光相位分析,以得到光脉冲的相位谱,揭示光信号的相位特性,这有助于了解光脉冲的相位变化,并检测到潜在的相位编码或相位调制存在,为后续的频率分析提供基础;通过分析光脉冲相位谱,以确定光脉冲的重复频率,以帮助识别光源的脉冲特性,并揭示光通信系统使用的特定脉冲模式,确定光脉冲重复频率对于后续的信号处理和分析至关重要;对光信号光谱图进行频率分析可以揭示光信号的频谱分布,通过识别光谱中的峰值,这些峰值表示光通信信道和存在的特定频率成分,通过分析光信号光谱频率,以获得有关传输信号或信道中的干扰的重要见解;通过整合光脉冲重复频率和光信号光谱频率信息,以对节点光信号数据进行全面的通信频率分析,有助于识别光信号中使用的实际通信频率,揭示频率转换技术,通过这种频率分析,以更好地了解光通信系统及其操作参数;通过对光信号通信频率数据进行频率构图,以获得直观光信号通信频率图,有助于迅速识别通信频率模式、频带使用或系统中的任何潜在干扰,通信频率图可以为光通信系统设计、优化以及频谱利用和干扰管理策略的制定提供宝贵的信息。The present invention performs optical phase analysis on the optical pulse time characteristic data to obtain the phase spectrum of the optical pulse and reveal the phase characteristics of the optical signal, which helps to understand the phase change of the optical pulse and detect the potential existence of phase encoding or phase modulation, providing a basis for subsequent frequency analysis; by analyzing the optical pulse phase spectrum, the repetition frequency of the optical pulse is determined to help identify the pulse characteristics of the light source and reveal the specific pulse mode used by the optical communication system. Determining the repetition frequency of the optical pulse is crucial for subsequent signal processing and analysis; performing frequency analysis on the optical signal spectrum diagram can reveal the spectrum distribution of the optical signal, by identifying the peaks in the spectrum, these peaks represent the optical communication channel and the specific frequency components that exist, and by analyzing Analyze the optical signal spectrum frequency to obtain important insights about the interference in the transmission signal or channel; integrate the optical pulse repetition frequency and optical signal spectrum frequency information to perform a comprehensive communication frequency analysis on the node optical signal data, which helps to identify the actual communication frequency used in the optical signal and reveal the frequency conversion technology. Through this frequency analysis, we can better understand the optical communication system and its operating parameters; by frequency mapping the optical signal communication frequency data to obtain an intuitive optical signal communication frequency map, it is helpful to quickly identify the communication frequency mode, frequency band usage or any potential interference in the system. The communication frequency map can provide valuable information for the design and optimization of optical communication systems, as well as the formulation of spectrum utilization and interference management strategies.

优选地,步骤S2包括以下步骤:Preferably, step S2 comprises the following steps:

步骤S21:对节点光信号数据进行波长特征划分,得到光信号波长特征数据;Step S21: dividing the node optical signal data by wavelength characteristics to obtain optical signal wavelength characteristic data;

步骤S22:基于光信号波长特征数据对光信号光谱图进行分析,得到波长特征光谱图;Step S22: Analyze the optical signal spectrum based on the optical signal wavelength characteristic data to obtain a wavelength characteristic spectrum;

步骤S23:对波长特征光谱图进行峰值分析,得到波长光谱峰值数据;Step S23: performing peak analysis on the wavelength characteristic spectrum to obtain wavelength spectrum peak data;

步骤S24:对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;Step S24: performing spectrum bandwidth coverage analysis on the optical signal spectrum diagram to obtain frequency range data covered by the optical signal;

步骤S25:基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行光谱图异常分析,得到光信号异常光谱数据;Step S25: performing a spectrum abnormality analysis on the optical signal spectrum based on the wavelength spectrum peak data and the optical signal coverage frequency range data to obtain optical signal abnormal spectrum data;

步骤S26:对光信号异常光谱数据进行异常影响通信评估分析,得到光谱异常通信影响数据。Step S26: performing abnormal impact analysis on the optical signal abnormal spectrum data to obtain abnormal spectrum communication impact data.

本发明通过对节点光信号数据进行波长特征划分,精准提取有关光信号波长的关键信息,为确定光通信系统中使用的不同波长提供重要支持,波长特征数据的获取对于深入理解光信号的特性以及光信道中存在的波长相关效应至关重要,有助于系统设计和性能优化;基于光信号波长特征数据进行光谱分析,得到波长特征光谱图,能够准确描绘光信号在不同波长下的光谱特性,为进一步分析提供关键线索。通过对波长特征光谱图进行峰值分析,获取波长光谱峰值数据,可以准确识别光谱中的峰值特征,为异常分析和信号优化提供重要参考;光谱带宽覆盖分析可确定光信号覆盖的整个频率范围,有助于充分利用频谱资源,发现不同信道和频率范围的存在;通过详细了解光信号覆盖频率范围,可为系统频宽要求评估提供重要数据,优化通信性能,提升系统稳定性和效率,这些综合分析步骤有助于全面了解光信号的波长特性和频率分布情况,为光通信系统的设计与优化提供关键支持,进一步提高通信系统的可靠性和性能,推动光通信技术的发展。The present invention divides the wavelength characteristics of the node optical signal data and accurately extracts the key information about the wavelength of the optical signal, which provides important support for determining the different wavelengths used in the optical communication system. The acquisition of wavelength characteristic data is crucial for in-depth understanding of the characteristics of the optical signal and the wavelength-related effects in the optical channel, which is helpful for system design and performance optimization. Based on the wavelength characteristic data of the optical signal, the spectrum analysis is performed to obtain the wavelength characteristic spectrum diagram, which can accurately describe the spectrum characteristics of the optical signal at different wavelengths and provide key clues for further analysis. By performing peak analysis on the wavelength characteristic spectrum diagram and obtaining the wavelength spectrum peak data, the peak characteristics in the spectrum can be accurately identified, providing an important reference for abnormal analysis and signal optimization; the spectrum bandwidth coverage analysis can determine the entire frequency range covered by the optical signal, which helps to make full use of spectrum resources and discover the existence of different channels and frequency ranges; by understanding the frequency range covered by the optical signal in detail, it can provide important data for the evaluation of the system bandwidth requirements, optimize communication performance, and improve system stability and efficiency. These comprehensive analysis steps help to fully understand the wavelength characteristics and frequency distribution of the optical signal, provide key support for the design and optimization of the optical communication system, further improve the reliability and performance of the communication system, and promote the development of optical communication technology.

优选地,步骤S25包括以下步骤:Preferably, step S25 comprises the following steps:

步骤S251:基于波长光谱峰值数据对光信号光谱图进行主要波长识别处理,得到光谱主要波长数据;Step S251: performing main wavelength identification processing on the optical signal spectrum diagram based on the wavelength spectrum peak data to obtain main wavelength data of the spectrum;

步骤S252:基于光谱主要波长数据对光信号光谱图进行异常侧峰分析,得到异常侧峰数据;Step S252: performing abnormal side peak analysis on the optical signal spectrum based on the main wavelength data of the spectrum to obtain abnormal side peak data;

步骤S253:对光信号光谱图进行异常噪音光谱带宽分析,得到噪音覆盖频率范围数据;Step S253: performing abnormal noise spectrum bandwidth analysis on the optical signal spectrum to obtain noise coverage frequency range data;

步骤S254:基于光信号覆盖频率范围数据对噪音覆盖频率范围数据进行基准比对处理,得到噪音异常光谱数据;Step S254: performing a benchmark comparison process on the noise coverage frequency range data based on the optical signal coverage frequency range data to obtain noise abnormal spectrum data;

步骤S255:对异常侧峰数据以及噪音异常光谱数据进行拟合,得到光信号异常光谱数据。Step S255: fitting the abnormal side peak data and the noise abnormal spectrum data to obtain the optical signal abnormal spectrum data.

本发明通过对波长光谱峰值数据进行主要波长识别处理,以确定光信号光谱图中基本波区域,有助于识别光通信系统中的主要操作波长,这对于后续的信道分配、干扰管理和系统优化非常重要,主要波长数据提供了有关光源光谱排放特征和信道响应的基础信息;对光信号光谱图进行异常侧峰分析,以检测到任何异常的侧峰或峰值,有助于识别光谱中的任何潜在干扰或异常信号,异常侧峰数据的获取可以表明存在信道间干扰、非线性效应或光通信系统中的任何异常情况;对光信号光谱图进行异常噪声光谱带宽分析,以确定噪声信号覆盖的频率范围,有助于评估光通信系统中的噪声水平和性质,通过了解噪音覆盖频率范围,以量化受到噪声影响;通过将光信号覆盖频率范围数据与噪声覆盖频率范围数据进行基准比对,以识别与基本信号特征不同的噪声异常光谱,有助于量化噪声对通信的影响,并表明存在隐藏的信道问题或频带利用问题;通过对异常侧峰数据和噪声异常光谱数据进行拟合,以生成表示光信号异常光谱特性的综合数据,提供一种简洁直观的方法来表示光通信系统中的异常或干扰情况,通过拟合这些数据,以更好地可视化异常、确定其严重程度并制定相应的策略,以最大限度地减少对系统性能和质量的影响。The present invention performs main wavelength identification processing on wavelength spectrum peak data to determine the fundamental wave region in the optical signal spectrum diagram, which helps to identify the main operating wavelength in the optical communication system, which is very important for subsequent channel allocation, interference management and system optimization. The main wavelength data provides basic information about the spectral emission characteristics of the light source and the channel response; the optical signal spectrum diagram is analyzed for abnormal side peaks to detect any abnormal side peaks or peaks, which helps to identify any potential interference or abnormal signals in the spectrum. The acquisition of abnormal side peak data can indicate the existence of inter-channel interference, nonlinear effects or any abnormal conditions in the optical communication system; the optical signal spectrum diagram is analyzed for abnormal noise spectrum bandwidth to determine the frequency range covered by the noise signal, which helps to evaluate the optical The noise level and nature in the communication system, by understanding the frequency range covered by the noise, can quantify the impact of noise; by benchmarking the frequency range covered by the optical signal data with the frequency range covered by the noise data, to identify the noise anomaly spectrum that is different from the basic signal characteristics, it helps to quantify the impact of noise on communication and indicates the existence of hidden channel problems or frequency band utilization problems; by fitting the abnormal side peak data and the noise anomaly spectrum data to generate comprehensive data representing the abnormal spectral characteristics of the optical signal, a concise and intuitive method is provided to represent the anomalies or interference in the optical communication system, and by fitting these data, the anomalies can be better visualized, their severity can be determined, and corresponding strategies can be formulated to minimize the impact on system performance and quality.

优选地,步骤S26包括以下步骤:Preferably, step S26 comprises the following steps:

步骤S261:对光信号异常光谱数据进行异常侧峰分析,得到异常光谱侧峰数据;Step S261: performing abnormal side peak analysis on the abnormal spectrum data of the optical signal to obtain abnormal spectrum side peak data;

步骤S262:对异常光谱侧峰数据进行异常通信色散分析,得到异常通信光谱色散数据;Step S262: performing abnormal communication dispersion analysis on the abnormal spectrum side peak data to obtain abnormal communication spectrum dispersion data;

步骤S263:对异常通信光谱色散数据进行通信信噪影响分析,得到异常色散信噪比;Step S263: performing communication signal-to-noise impact analysis on the abnormal communication spectrum dispersion data to obtain an abnormal dispersion signal-to-noise ratio;

步骤S264:对光信号异常光谱数据进行噪音通信信噪影响分析,得到噪音信噪比数据;Step S264: performing noise communication signal-to-noise impact analysis on the optical signal abnormal spectrum data to obtain noise signal-to-noise ratio data;

步骤S265:基于异常色散信噪比以及噪音信噪比数据进行误码率分析,得到通信误码率数据;Step S265: performing bit error rate analysis based on abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data to obtain communication bit error rate data;

步骤S266:对通信误码率数据进行通信影响评估处理,得到光谱异常通信影响数据。Step S266: performing communication impact assessment processing on the communication bit error rate data to obtain spectrum abnormality communication impact data.

本发明通过对光信号异常光谱数据进行异常侧峰分析,以识别光谱图中异常侧峰,有助于揭示光通信系统中异常信号,识别异常光谱侧峰以帮助定位问题,并确定是否存在信道间干扰、非线性效应,此信息对于保证系统性能和信号完整性非常重要;对异常光谱侧峰数据进行异常通信色散分析,以量化光信号在传输期间经历的光谱色散效应,有助于评估色散对通信质量的影响,通过分析异常通信光谱色散数据,以确定色散的严重程度及其对信噪比的影响;对异常通信光谱色散数据进行通信信噪影响分析,以确定色散对信噪比的影响,有助于量化异常色散对信号质量降级的贡献,以评估色散是否导致比特错误,并表明需要纠错技术,信噪比是系统性能的重要指标,理解色散的影响对于优化光通信非常重要;对光信号异常光谱数据进行噪音通信信噪影响分析,得到噪音信噪比数据,这一步骤有助于分析异常光谱中噪音对通信系统的影响,为提高信号质量和减少误码率提供重要参考;基于异常色散信噪比和噪音信噪比数据进行误码率分析,以量化通信误码率,提供了系统性能的关键指标,以评估给定色散和噪声水平下的预期误码率,误码率分析为系统的纠错机制设计、适应性调制方案提供了指导;通过综合评估通信误码率数据,可以全面了解异常信号对通信系统的影响,为系统优化和性能改进提供重要参考。The present invention performs abnormal side peak analysis on abnormal spectral data of optical signals to identify abnormal side peaks in the spectral graph, which helps to reveal abnormal signals in optical communication systems, identify abnormal spectral side peaks to help locate problems, and determine whether there is interference between channels or nonlinear effects. This information is very important for ensuring system performance and signal integrity; abnormal communication dispersion analysis is performed on abnormal spectral side peak data to quantify the spectral dispersion effect experienced by optical signals during transmission, which helps to evaluate the impact of dispersion on communication quality, and by analyzing abnormal communication spectral dispersion data, the severity of dispersion and its impact on the signal-to-noise ratio can be determined; communication signal-to-noise impact analysis is performed on abnormal communication spectral dispersion data to determine the impact of dispersion on the signal-to-noise ratio, which helps to quantify the contribution of abnormal dispersion to signal quality degradation, so as to evaluate whether dispersion causes bit errors. Errors are detected and error correction technology is needed. The signal-to-noise ratio is an important indicator of system performance. Understanding the impact of dispersion is very important for optimizing optical communications. The noise communication signal-to-noise impact analysis is performed on the abnormal spectrum data of the optical signal to obtain the noise signal-to-noise ratio data. This step helps to analyze the impact of noise in the abnormal spectrum on the communication system, and provides an important reference for improving signal quality and reducing bit error rate. Bit error rate analysis is performed based on abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data to quantify the communication bit error rate, providing key indicators of system performance to evaluate the expected bit error rate under given dispersion and noise levels. The bit error rate analysis provides guidance for the design of the system's error correction mechanism and adaptive modulation schemes. By comprehensively evaluating the communication bit error rate data, the impact of abnormal signals on the communication system can be fully understood, providing an important reference for system optimization and performance improvement.

优选地,步骤S3包括以下步骤:Preferably, step S3 comprises the following steps:

步骤S31:对光脉冲时间特征数据进行全宽量度分析,得到光脉宽数据;Step S31: performing full width measurement analysis on the optical pulse time characteristic data to obtain optical pulse width data;

步骤S32:对光脉冲时间特征数据进行脉冲重复频率分析,得到脉冲重复频率;Step S32: performing pulse repetition frequency analysis on the light pulse time characteristic data to obtain the pulse repetition frequency;

步骤S33:对光脉宽数据以及脉冲重复频率进行时域波形构建,得到光时域波形;Step S33: constructing a time domain waveform for the optical pulse width data and the pulse repetition frequency to obtain an optical time domain waveform;

步骤S34:基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;Step S34: constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve;

步骤S35:基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S35: Based on the optical signal spectrum diagram, an optical signal reflection curve is evaluated and analyzed for the impact of abnormality on communication, and communication impact data of abnormal optical signal reflection is obtained.

本发明通过对光脉冲时间特征数据进行全宽量度分析,以确定光脉冲的持续时间和相应的光脉冲宽度,有助于表征光脉冲的信道占用属性,通过获取光脉宽数据,以评估系统中的脉冲传播和脉冲压缩特性;对光脉冲时间特征数据进行脉冲重复频率分析,以确定光脉冲重复传输的速率,有助于评估光通信系统的吞吐量和效率,脉冲重复频率信息有助于调整系统设置、优化数据速率并确保符合特定应用的要求,以帮助识别任何潜在的频率相关问题;对光脉宽数据和脉冲重复频率进行时域波形构建,以可视化光脉冲在时间域中的形状和行为,提供有关光脉冲信噪比、畸变和潜在干涉信息,通过这种时域波形构建,以模拟和分析光脉冲在信道中的传播;通过基于光时域波形对节点光信号数据进行反射曲线构建处理,以确定系统的响应特性,有助于分析信道反射、相干性或任何潜在的色散效应,通过获得光信号反射曲线,以评估信道质量、识别反射源并优化系统以最大限度地减少反射损耗,反射曲线构建处理提供了一种定量方法来表征光通信系统的反射特性;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,以确定反射异常对光通信的影响,以评估异常反射干扰以及影响有效通信程度,通过这种评估,以确定反射异常是否导致信噪比恶化、干涉或信号质量下降,光信号反射异常通信影响数据为故障排除和性能优化提供重要见解。The present invention performs full-width measurement analysis on optical pulse time characteristic data to determine the duration of the optical pulse and the corresponding optical pulse width, which helps to characterize the channel occupancy properties of the optical pulse, and obtains the optical pulse width data to evaluate the pulse propagation and pulse compression characteristics in the system; performs pulse repetition frequency analysis on the optical pulse time characteristic data to determine the rate of optical pulse repetition transmission, which helps to evaluate the throughput and efficiency of the optical communication system, and the pulse repetition frequency information helps to adjust the system settings, optimize the data rate and ensure compliance with the requirements of specific applications, so as to help identify any potential frequency-related problems; performs time domain waveform construction on the optical pulse width data and the pulse repetition frequency to visualize the shape and behavior of the optical pulse in the time domain, and provide information about the optical pulse signal-to-noise ratio, distortion and potential interference, and through this time domain waveform construction, to simulate and analyze The propagation of optical pulses in the channel; by constructing a reflection curve for the node optical signal data based on the optical time domain waveform to determine the response characteristics of the system, it is helpful to analyze the channel reflection, coherence or any potential dispersion effects. By obtaining the optical signal reflection curve to evaluate the channel quality, identify the reflection source and optimize the system to minimize the reflection loss, the reflection curve construction process provides a quantitative method to characterize the reflection characteristics of the optical communication system; based on the optical signal spectrum diagram, the optical signal reflection curve is analyzed for abnormal impact communication evaluation to determine the impact of reflection anomalies on optical communication to evaluate the abnormal reflection interference and the degree of impact on effective communication. Through this evaluation, it is determined whether the reflection anomaly leads to deterioration of the signal-to-noise ratio, interference or signal quality degradation. The optical signal reflection abnormality communication impact data provides important insights for troubleshooting and performance optimization.

优选地,步骤S34包括以下步骤:Preferably, step S34 includes the following steps:

步骤S341:对节点光信号数据进行光纤节点分析,得到光纤节点数据;Step S341: Perform fiber node analysis on the node optical signal data to obtain fiber node data;

步骤S342:对光纤节点数据进行节点光信号频率分析,得到节点光信号频率;Step S342: Perform node optical signal frequency analysis on the optical fiber node data to obtain the node optical signal frequency;

步骤S343:基于光时域波形对光纤节点数据进行反射信号捕获处理,得到反射信号数据;Step S343: performing reflection signal capture processing on the optical fiber node data based on the optical time domain waveform to obtain reflection signal data;

步骤S344:对反射信号数据进行反射信号强度分析,得到反射信号强度;Step S344: performing reflection signal strength analysis on the reflection signal data to obtain reflection signal strength;

步骤S345:基于节点光信号频率以及反射信号强度对节点光信号数据进行曲线构建处理,得到光信号反射曲线。Step S345: Perform curve construction processing on the node optical signal data based on the node optical signal frequency and the reflected signal strength to obtain an optical signal reflection curve.

本发明通过对节点光信号数据进行光纤节点分析,以识别和定位光纤通信系统中的特定节点,有助于分析光信号在光纤网络中的传播和传输特性,通过获得光纤节点数据,包括节点位置、损耗和反射特性以评估光信号在这些节点处的光信号数据;对光纤节点数据进行节点光信号频率分析,以确定光信号在光纤节点处的振荡频率,有助于确保光信号与节点的设计频率相匹配,并确保最佳传输,节点光信号频率分析有助于识别频率不匹配、干扰;对光纤节点数据进行反射信号捕获处理,以分析从节点反射的光信号,有助于量化反射信号的特性,包括强度、持续时间和潜在误差,通过这种反射信号捕获处理,以评估节点处的信道质量、表征反射源并确定对光通信系统性能影响;对反射信号数据进行反射信号强度分析,以量化反射信号的功率,提供一种衡量光纤节点反射特性的方法,通过分析反射信号强度,以评估节点处反射信号的严重程度及其对光信号完整性和质量的潜在影响,以帮助识别异常反射、干涉和功率损耗问题;基于节点光信号频率和反射信号强度对节点光信号数据进行曲线构建处理,以生成光信号反射曲线,利用节点光信号频率和反射信号强度信息,创建了一种定量表示,说明光信号功率与反射特性之间的关系,光信号反射曲线为可视化理解光信号性能提供了宝贵的信息。The present invention performs optical fiber node analysis on node optical signal data to identify and locate specific nodes in an optical fiber communication system, thereby helping to analyze the propagation and transmission characteristics of optical signals in an optical fiber network. The optical fiber node data, including node location, loss, and reflection characteristics, are obtained to evaluate the optical signal data at these nodes. Node optical signal frequency analysis is performed on the optical fiber node data to determine the oscillation frequency of the optical signal at the optical fiber node, thereby helping to ensure that the optical signal matches the design frequency of the node and ensures optimal transmission. Node optical signal frequency analysis helps to identify frequency mismatches and interference. Reflected signal capture processing is performed on the optical fiber node data to analyze the optical signal reflected from the node, thereby helping to quantify the characteristics of the reflected signal, including intensity, duration, and potential errors. The reflected signal data is processed to evaluate the channel quality at the node, characterize the reflection source and determine the impact on the performance of the optical communication system; the reflected signal strength is analyzed on the reflected signal data to quantify the power of the reflected signal, providing a method to measure the reflection characteristics of the optical fiber node. By analyzing the reflected signal strength, the severity of the reflected signal at the node and its potential impact on the integrity and quality of the optical signal are evaluated to help identify abnormal reflection, interference and power loss problems; the node optical signal data is processed by curve construction based on the node optical signal frequency and reflection signal strength to generate an optical signal reflection curve. Using the node optical signal frequency and reflection signal strength information, a quantitative representation is created to illustrate the relationship between the optical signal power and the reflection characteristics. The optical signal reflection curve provides valuable information for visual understanding of optical signal performance.

优选地,步骤S35包括以下步骤:Preferably, step S35 includes the following steps:

步骤S351:基于光信号光谱图对光信号反射曲线进行反射强度频谱分析,得到反射强度频谱图;Step S351: performing reflection intensity spectrum analysis on the light signal reflection curve based on the light signal spectrum diagram to obtain a reflection intensity spectrum diagram;

步骤S352:对反射强度频谱图进行异常峰值降幅分析,得到异常峰值降幅数据;Step S352: performing abnormal peak drop analysis on the reflection intensity spectrum to obtain abnormal peak drop data;

步骤S353:对反射强度频谱图进行异常反射峰增量分析,得到异常反射峰增量数据;Step S353: performing abnormal reflection peak increment analysis on the reflection intensity spectrum to obtain abnormal reflection peak increment data;

步骤S354:对反射强度频谱图进行异常反射周期分析,得到异常反射周期数据;Step S354: performing abnormal reflection period analysis on the reflection intensity spectrum to obtain abnormal reflection period data;

步骤S355:对异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行异常通信数据集合处理,得到异常反射数据集;Step S355: performing abnormal communication data set processing on the abnormal peak value decrease data, the abnormal reflection peak increment data and the abnormal reflection period data to obtain an abnormal reflection data set;

步骤S356:对异常反射数据集进行影响光信号通量分析,得到光信号通量影响数据;Step S356: analyzing the influence of the abnormal reflection data set on the optical signal flux to obtain optical signal flux influence data;

步骤S357:对光信号通量影响数据进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S357: Perform abnormal impact communication evaluation analysis on the optical signal flux impact data to obtain optical signal reflection abnormality communication impact data.

本发明通过对光信号光谱图和光信号反射曲线进行反射强度频谱分析,以确定反射信号的强度分布,有助于量化反射信号的频谱特性,通过生成反射强度频谱图,以直观地显示和分析反射信号的功率频率范围分布;对反射强度频谱图进行异常峰值降幅分析,以识别光谱中异常峰值或突降,有助于检测反射信号中潜在干涉或衰减,比较预期或标准频谱与观察到的峰值降幅,以确定异常反射的存在及其对光通信系统性能的潜在影响;对反射强度频谱图进行异常反射峰增量分析有助于识别反射信号中异常峰值增长,以通过比较连续谱线或基准水平来量化峰值增量,异常反射峰增量分析以揭示信道干涉源存在,影响光信号的完整性和质量;对反射强度频谱图进行异常反射周期分析,得到异常反射周期数据,有助于分析异常反射信号的周期性变化,有利于提供了异常反射信号周期性的详细数据,为异常特征识别和问题定位提供支持;基于异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行异常通信数据集合处理,得到异常反射数据集,能够综合分析异常信号的各项特征,有助于将不同特征综合考虑,为异常信号的综合评估和处理提供全面数据支持;对光信号通量影响数据进行异常影响通信评估分析,以确定异常反射对实际光通信的影响,利用了光信号通量影响数据,评估异常反射对信号完整性、比特错误率或传输效率的最终后果;对光信号通量影响数据进行异常影响通信评估分析,以量化异常反射对通信系统的影响程度,帮助识别通信中异常问题,有利于提供有关异常反射对通信系统的具体影响情况,为系统运行维护和性能改进提供重要参考。The present invention performs reflection intensity spectrum analysis on an optical signal spectrum diagram and an optical signal reflection curve to determine the intensity distribution of the reflection signal, which helps to quantify the spectrum characteristics of the reflection signal, and generates a reflection intensity spectrum diagram to intuitively display and analyze the power frequency range distribution of the reflection signal; performs abnormal peak drop analysis on the reflection intensity spectrum diagram to identify abnormal peaks or sudden drops in the spectrum, which helps to detect potential interference or attenuation in the reflection signal, and compares the expected or standard spectrum with the observed peak drop to determine the existence of abnormal reflection and its potential impact on the performance of the optical communication system; performs abnormal reflection peak increment analysis on the reflection intensity spectrum diagram to help identify abnormal peak growth in the reflection signal, and quantify the peak increment by comparing continuous spectrum lines or baseline levels, and the abnormal reflection peak increment analysis reveals the existence of channel interference sources, which affects the integrity and quality of the optical signal; performs abnormal reflection period analysis on the reflection intensity spectrum diagram to obtain abnormal reflection period data, which helps to analyze the period of the abnormal reflection signal. The periodic changes are conducive to providing detailed data on the periodicity of abnormal reflection signals, providing support for abnormal feature identification and problem location; based on the abnormal peak drop data, abnormal reflection peak increment data and abnormal reflection period data, the abnormal communication data set is processed to obtain the abnormal reflection data set, which can comprehensively analyze the various characteristics of the abnormal signal, help to comprehensively consider different characteristics, and provide comprehensive data support for the comprehensive evaluation and processing of abnormal signals; the optical signal flux impact data is evaluated and analyzed for the abnormal impact communication to determine the impact of abnormal reflection on actual optical communication, and the optical signal flux impact data is used to evaluate the ultimate consequences of abnormal reflection on signal integrity, bit error rate or transmission efficiency; the optical signal flux impact data is evaluated and analyzed for the abnormal impact communication to quantify the impact of abnormal reflection on the communication system, help identify abnormal problems in communication, and provide specific information about the impact of abnormal reflection on the communication system, providing an important reference for system operation maintenance and performance improvement.

优选地,步骤S4包括以下步骤:Preferably, step S4 comprises the following steps:

步骤S41:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;Step S41: performing image fitting processing on the communication frequency graph based on the spectrum abnormality communication impact data and the optical signal reflection abnormality communication impact data to obtain a spectrum reflection frequency graph;

步骤S42:对光谱反射频率图进行特征分析以及指数化处理,得到光谱反射融合指数;Step S42: performing feature analysis and indexation processing on the spectral reflection frequency graph to obtain a spectral reflection fusion index;

步骤S43:对光谱反射频率图进行异常影响通信区间分析,得到光谱反射异常影响区间;Step S43: analyzing the abnormality-affected communication interval on the spectrum reflection frequency diagram to obtain the spectrum reflection abnormality-affected interval;

步骤S44:基于光谱反射异常影响区间对光谱反射融合指数进行协变分析,得到光谱反射异常融合指数;Step S44: performing covariance analysis on the spectral reflectance fusion index based on the spectral reflectance anomaly influence interval to obtain the spectral reflectance anomaly fusion index;

步骤S45:基于光谱反射异常融合指数对全光路由节点数据进行异常节点识别处理,得到全光路由异常节点数据;Step S45: performing abnormal node identification processing on the all-optical routing node data based on the spectral reflection abnormal fusion index to obtain the all-optical routing abnormal node data;

步骤S46:基于全光路由异常节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S46: performing abnormal communication strategy analysis on the all-optical routing based on the abnormal node data of the all-optical routing to obtain an abnormal channel switching processing strategy.

本发明通过对光谱异常通信影响数据以及光信号反射异常通信影响数据进行图像拟合处理,以整合异常通信影响信息,生成光谱反射频率图,有助于可视化和识别反射异常在频率域中的存在,光谱反射频率图提供光通信系统性能在频率域中下降的位置和程度直观表示;对光谱反射频率图进行特征分析以及指数化处理,以量化反射异常的影响并得到光谱反射融合指数,识别光谱反射图中的关键特征,指数化处理提供简洁的方法来表示反射异常的强度和性质,并为后续分析和建模提供了便利的数据格式;对光谱反射频率图进行异常影响通信区间分析,以确定反射异常对光通信的影响区间,有助于识别任何临界频率与反射异常频率范围,以评估系统性能在给定频率范围内的潜在限制,并相应地调整系统设计或选择合适的缓解策略;基于光谱反射异常影响区间对光谱反射融合指数进行协变分析,有助于通过协变分析,评估反射频率图中的异常情况,为异常信道的识别和处理提供更深入的分析,有利于从多个维度综合评估异常反射的影响,为异常信道的处理提供更全面的数据支持;通过基于光谱反射异常融合指数对全光路由节点数据进行异常节点识别处理,以确定光通信路由中受反射异常影响的关键节点,利用融合指数作为一种指标,识别那些表现出显著反射影响的节点,以采取有针对性的策略;基于全光路由异常节点数据对全光路由进行异常通信策略分析,制定和优化异常信道切换处理策略,以最大限度地减少它们的影响。The present invention performs image fitting processing on the data of spectral abnormal communication impact and the data of optical signal reflection abnormal communication impact to integrate the abnormal communication impact information and generate a spectral reflection frequency diagram, which is helpful to visualize and identify the existence of reflection anomalies in the frequency domain. The spectral reflection frequency diagram provides an intuitive representation of the location and degree of degradation of the performance of the optical communication system in the frequency domain; the spectral reflection frequency diagram is subjected to feature analysis and indexation processing to quantify the impact of reflection anomalies and obtain a spectral reflection fusion index, and identify key features in the spectral reflection diagram. The indexation processing provides a concise method to represent the intensity and nature of reflection anomalies, and provides a convenient data format for subsequent analysis and modeling; the spectral reflection frequency diagram is subjected to abnormal impact communication interval analysis to determine the impact interval of reflection anomalies on optical communications, which helps to identify any critical frequency and reflection anomaly frequency range, so as to evaluate the system performance within a given frequency range. The potential limitations within the range can be identified and the system design can be adjusted accordingly or appropriate mitigation strategies can be selected; covariance analysis of the spectral reflection fusion index based on the spectral reflection anomaly impact interval is helpful to evaluate the anomalies in the reflection frequency diagram through covariance analysis, provide a deeper analysis for the identification and processing of abnormal channels, and facilitate a comprehensive evaluation of the impact of abnormal reflections from multiple dimensions, providing more comprehensive data support for the processing of abnormal channels; abnormal node identification processing is performed on the all-optical routing node data based on the spectral reflection anomaly fusion index to determine the key nodes affected by reflection anomalies in the optical communication routing, and the fusion index is used as an indicator to identify those nodes that show significant reflection effects so as to adopt targeted strategies; abnormal communication strategy analysis is performed on the all-optical routing based on the all-optical routing abnormal node data, and abnormal channel switching processing strategies are formulated and optimized to minimize their impact.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

通过阅读参照以下附图所作的对非限制性实施所作的详细描述,本发明的其它特征、目的和优点将会变得更明显:Other features, objects and advantages of the present invention will become more apparent from the detailed description of non-limiting embodiments thereof made with reference to the following drawings:

图1为本发明的基于MEMS技术的全光路由智能通信切换保护方法的步骤流程示意图;FIG1 is a schematic flow chart of the steps of the all-optical routing intelligent communication switching protection method based on MEMS technology of the present invention;

图2为图1中步骤S2的详细步骤流程示意图;FIG2 is a schematic diagram of a detailed step flow chart of step S2 in FIG1 ;

图3为图1中步骤S3的详细步骤流程示意图。FIG. 3 is a schematic diagram of a detailed flow chart of step S3 in FIG. 1 .

具体实施方式DETAILED DESCRIPTION

下面结合附图对本发明或者本申请的技术方法进行清楚、完整的描述,显然,所描述的实施例是本发明的一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域所属的技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The present invention or the technical method of the present application is described clearly and completely below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by technicians in this field without creative work are within the scope of protection of the present invention.

此外,附图仅为本发明的示意性图解,并非一定是按比例绘制。图中相同的附图标记表示相同或类似的部分,因而将省略对它们的重复描述。附图中所示的一些方框图是功能实体,不一定必须与物理或逻辑上独立的实体相对应。可以采用软件形式来实现功能实体,或在一个或多个硬件模块或集成电路中实现这些功能实体,或在不同网络和/或处理器方法和/或微控制器方法中实现这些功能实体。In addition, the accompanying drawings are only schematic illustrations of the present invention and are not necessarily drawn to scale. The same reference numerals in the figures represent the same or similar parts, and their repeated description will be omitted. Some of the block diagrams shown in the accompanying drawings are functional entities and do not necessarily correspond to physically or logically independent entities. The functional entities can be implemented in software form, or implemented in one or more hardware modules or integrated circuits, or implemented in different networks and/or processor methods and/or microcontroller methods.

应当理解的是,虽然在这里可能使用了术语“第一”、“第二”等等来描述各个单元,但是这些单元不应当受这些术语限制。使用这些术语仅仅是为了将一个单元与另一个单元进行区分。举例来说,在不背离示例性实施例的范围的情况下,第一单元可以被称为第二单元,并且类似地第二单元可以被称为第一单元。这里所使用的术语“和/或”包括其中一个或更多所列出的相关联项目的任意和所有组合。It should be understood that, although the terms "first", "second", etc. may be used herein to describe various units, these units should not be limited by these terms. These terms are used only to distinguish one unit from another unit. For example, without departing from the scope of the exemplary embodiments, the first unit may be referred to as the second unit, and similarly the second unit may be referred to as the first unit. The term "and/or" used herein includes any and all combinations of one or more of the listed associated items.

为实现上述目的,请参阅图1至图3,本发明提供了一种基于MEMS技术的全光路由智能通信切换保护方法,包括以下步骤:To achieve the above object, please refer to FIG. 1 to FIG. 3 , the present invention provides an all-optical routing intelligent communication switching protection method based on MEMS technology, comprising the following steps:

步骤S1:通过MEMS传感器对全光路由进行光信号数据获取处理,得到节点光信号数据;对节点光信号数据进行光脉冲特征以及光谱分析,得到光脉冲时间特征数据以及光信号光谱图;基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图;Step S1: performing optical signal data acquisition and processing on the all-optical routing through a MEMS sensor to obtain node optical signal data; performing optical pulse characteristics and spectrum analysis on the node optical signal data to obtain optical pulse time characteristic data and an optical signal spectrum diagram; performing communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram;

步骤S2:基于节点光信号数据对光信号光谱图进行峰值分析,得到波长光谱峰值数据;对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行异常影响通信评估分析,得到光谱异常通信影响数据;Step S2: Based on the node optical signal data, a peak analysis is performed on the optical signal spectrum to obtain wavelength spectrum peak data; a spectrum bandwidth coverage analysis is performed on the optical signal spectrum to obtain optical signal coverage frequency range data; based on the wavelength spectrum peak data and the optical signal coverage frequency range data, an abnormal impact communication evaluation analysis is performed on the optical signal spectrum to obtain spectrum abnormality communication impact data;

步骤S3:对光脉冲时间特征数据进行时域波形构建,得到光时域波形;基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据;Step S3: constructing a time domain waveform for the optical pulse time characteristic data to obtain an optical time domain waveform; constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve; and evaluating and analyzing the abnormal impact of the optical signal reflection curve on communication based on the optical signal spectrum to obtain optical signal reflection abnormality communication impact data;

步骤S4:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;对光谱反射频率图进行光谱反射异常融合指数分析,得到光谱反射异常融合指数;基于光谱反射异常融合指数以及全光路由节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S4: Based on the spectral abnormal communication impact data and the optical signal reflection abnormal communication impact data, the communication frequency map is subjected to image fitting processing to obtain a spectral reflection frequency map; the spectral reflection frequency map is subjected to spectral reflection anomaly fusion index analysis to obtain a spectral reflection anomaly fusion index; based on the spectral reflection anomaly fusion index and the all-optical routing node data, an abnormal communication strategy analysis is performed on the all-optical routing to obtain an abnormal channel switching processing strategy.

本发明实施例中,请参考图1所示,为本发明一种基于MEMS技术的全光路由智能通信切换保护方法的步骤流程示意图,在本实例中,所述一种基于MEMS技术的全光路由智能通信切换保护方法的步骤包括:In an embodiment of the present invention, please refer to FIG. 1, which is a schematic flow chart of a step flow of an all-optical routing intelligent communication switching protection method based on MEMS technology of the present invention. In this example, the steps of the all-optical routing intelligent communication switching protection method based on MEMS technology include:

步骤S1:通过MEMS传感器对全光路由进行光信号数据获取处理,得到节点光信号数据;对节点光信号数据进行光脉冲特征以及光谱分析,得到光脉冲时间特征数据以及光信号光谱图;基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图;Step S1: performing optical signal data acquisition and processing on the all-optical routing through a MEMS sensor to obtain node optical signal data; performing optical pulse characteristics and spectrum analysis on the node optical signal data to obtain optical pulse time characteristic data and an optical signal spectrum diagram; performing communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram;

本发明实施例通过对全光路由的MEMS传感器采集光信号数据,这些数据包括来自不同节点信道的光信号数据,对获取的光信号数据进行处理,以分离和分析其光脉冲特征和光谱成分,对光信号的时间特性(例如持续时间和脉冲宽度)以及光谱性质(例如峰值、通过波长和强度)进行详细研究,通过提取光脉冲时间特征数据以及完整光谱特性的光信号光谱图来处理节点光信号数据。The embodiment of the present invention collects optical signal data from a MEMS sensor of all-optical routing, and the data includes optical signal data from different node channels. The acquired optical signal data is processed to separate and analyze its optical pulse characteristics and spectral components, and the time characteristics (such as duration and pulse width) and spectral properties (such as peak value, passing wavelength and intensity) of the optical signal are studied in detail. The node optical signal data is processed by extracting the optical pulse time characteristic data and the optical signal spectrum diagram of the complete spectral characteristics.

步骤S2:基于节点光信号数据对光信号光谱图进行峰值分析,得到波长光谱峰值数据;对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行异常影响通信评估分析,得到光谱异常通信影响数据;Step S2: Based on the node optical signal data, a peak analysis is performed on the optical signal spectrum to obtain wavelength spectrum peak data; a spectrum bandwidth coverage analysis is performed on the optical signal spectrum to obtain optical signal coverage frequency range data; based on the wavelength spectrum peak data and the optical signal coverage frequency range data, an abnormal impact communication evaluation analysis is performed on the optical signal spectrum to obtain spectrum abnormality communication impact data;

本发明实施例通过峰值分析,以确定光谱中的波长峰值,从而识别出潜在的光信号异常以及干扰信号,通过评估光谱的带宽覆盖范围,以确定光信号覆盖的频率范围,通过结合波长峰值数据和频率范围信息,可以对光信号的光谱图进行评估,以检测异常对光信号通信影响程度。The embodiments of the present invention determine the wavelength peak in the spectrum through peak analysis, thereby identifying potential optical signal anomalies and interference signals, and determine the frequency range covered by the optical signal by evaluating the bandwidth coverage of the spectrum. By combining the wavelength peak data and the frequency range information, the optical signal spectrum can be evaluated to detect the degree of impact of the anomaly on the optical signal communication.

步骤S3:对光脉冲时间特征数据进行时域波形构建,得到光时域波形;基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据;Step S3: constructing a time domain waveform for the optical pulse time characteristic data to obtain an optical time domain waveform; constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve; and evaluating and analyzing the abnormal impact of the optical signal reflection curve on communication based on the optical signal spectrum to obtain optical signal reflection abnormality communication impact data;

本发明实施例通过对光脉冲时间特征数据进行对数据进行预处理,去除噪声和异常值,再对已完成去噪处理的光脉冲时间特征数据进行全宽量度分析,得到光脉宽数据;对光脉冲时间特征数据进行对数据进行分段处理,然后分别对每个段进行脉冲重复频率分析,得到脉冲重复频率;使用软件工具Python,对光脉宽数据和脉冲重复频率数据进行时域波形构建;基于光时域波形对节点光信号数据进行时延分析再进行反射曲线构建处理,得到光信号反射曲线;基于光信号光谱图对光信号反射曲线进行异常通信特征数据集构建,由此数据集进行对异常通信的评估。The embodiment of the present invention pre-processes the optical pulse time characteristic data to remove noise and outliers, and then performs full-width measurement analysis on the optical pulse time characteristic data that has completed the denoising process to obtain optical pulse width data; segment the optical pulse time characteristic data, and then perform pulse repetition frequency analysis on each segment to obtain the pulse repetition frequency; use the software tool Python to construct time domain waveforms for the optical pulse width data and the pulse repetition frequency data; perform time delay analysis on the node optical signal data based on the optical time domain waveform and then perform reflection curve construction processing to obtain an optical signal reflection curve; construct an abnormal communication feature data set for the optical signal reflection curve based on the optical signal spectrum diagram, and use this data set to evaluate abnormal communication.

步骤S4:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;对光谱反射频率图进行光谱反射异常融合指数分析,得到光谱反射异常融合指数;基于光谱反射异常融合指数以及全光路由节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S4: Based on the spectral abnormal communication impact data and the optical signal reflection abnormal communication impact data, the communication frequency map is subjected to image fitting processing to obtain a spectral reflection frequency map; the spectral reflection frequency map is subjected to spectral reflection anomaly fusion index analysis to obtain a spectral reflection anomaly fusion index; based on the spectral reflection anomaly fusion index and the all-optical routing node data, an abnormal communication strategy analysis is performed on the all-optical routing to obtain an abnormal channel switching processing strategy.

本发明实施例通过对通信频率图进行图像拟合处理,光谱反射频率图得以生成,通过分析光谱反射频率图,可根据光谱反射异常与光信号反射异常的通信影响数据,计算光谱反射异常融合指数,通过考虑全光路由节点的数据,包括流量、距离和网络拓扑,以使用异常通信的影响来分析信道,并制定异常情况下的信道切换策略。The embodiment of the present invention generates a spectral reflection frequency map by performing image fitting processing on the communication frequency map. By analyzing the spectral reflection frequency map, the spectral reflection anomaly fusion index can be calculated according to the communication impact data of the spectral reflection anomaly and the optical signal reflection anomaly. By considering the data of the all-optical routing nodes, including the traffic, distance and network topology, the impact of abnormal communication is used to analyze the channel, and a channel switching strategy is formulated under abnormal conditions.

本发明通过使用MEMS传感器获取全光路由中的光信号数据,对节点的光学性能进行全面分析,光脉冲特征和光谱分析提供有关光信号的时间和频率特性的宝贵见解,通过对光脉冲的时间特征和光谱图进行通信频率分析,以揭示任何潜在的干扰或冲突;通过对节点光信号数据进行光谱峰值分析,以识别光信号中的特定波长,有助于了解任何潜在的波长相关异常,光谱带宽覆盖分析提供了光信号覆盖的频率范围,对于评估通信质量和潜在频率干扰非常重要,通过将光谱峰值和覆盖率数据结合起来,以评估光学异常对通信的影响;通过构建光时域波形,以表示光信号随时间的变化,有助于检测任何时间相关的特征或异常,基于光时域波形的反射曲线构建提供了对光信号反射特性的见解,对于了解网络性能和识别任何反射引起的干扰非常有用,通过将光信号反射曲线与光谱图相结合,以评估反射异常对通信的影响;通过对通信频率图进行图像拟合处理,生成了光谱反射频率图,提供了光信号反射特性的频率域表示,揭示了反射与频率之间的关系,基于光谱反射频率图,对光谱反射异常进行了融合指数分析,得到光谱反射异常融合指数,指数量化了反射异常在整个频率范围中的影响程度,有利于最后对于全光路由的智能切换,最后,通过考虑光谱反射异常融合指数和全光路由节点数据,以分析异常通信策略并制定信道切换处理策略,有利于优化在切换信道保护过程中EMES技术运作分析光信号异常操作速度进行优化,以优化信号处理策略方式减少机械组件切换信道影响。The present invention uses MEMS sensors to obtain optical signal data in all-optical routing and conducts a comprehensive analysis of the optical performance of the node. Optical pulse characteristics and spectral analysis provide valuable insights into the time and frequency characteristics of optical signals. Communication frequency analysis is performed on the time characteristics and spectral diagram of optical pulses to reveal any potential interference or conflict. Spectral peak analysis is performed on the node optical signal data to identify specific wavelengths in the optical signal, which helps to understand any potential wavelength-related anomalies. Spectral bandwidth coverage analysis provides the frequency range covered by the optical signal, which is very important for evaluating communication quality and potential frequency interference. Spectral peak and coverage data are combined to evaluate the impact of optical anomalies on communication. An optical time domain waveform is constructed to represent the change of the optical signal over time, which helps to detect any time-related characteristics or anomalies. The reflection curve construction based on the optical time domain waveform provides insights into the reflection characteristics of the optical signal. It is very useful for understanding network performance and identifying any interference caused by reflection. The optical signal reflection curve is combined with the spectrum diagram to evaluate the impact of reflection anomalies on communication. The spectral reflection frequency diagram is generated by image fitting processing of the communication frequency diagram, which provides a frequency domain representation of the optical signal reflection characteristics and reveals the relationship between reflection and frequency. Based on the spectral reflection frequency diagram, the spectral reflection anomaly is analyzed by fusion index to obtain the spectral reflection anomaly fusion index. The index quantifies the degree of influence of the reflection anomaly in the entire frequency range, which is beneficial to the final intelligent switching of all-optical routing. Finally, by considering the spectral reflection anomaly fusion index and all-optical routing node data, the abnormal communication strategy is analyzed and the channel switching processing strategy is formulated, which is beneficial to optimize the operation of EMES technology in the process of switching channel protection, and optimizes the optical signal abnormal operation speed to reduce the impact of mechanical components on switching channels in order to optimize the signal processing strategy.

优选地,步骤S1包括以下步骤:Preferably, step S1 comprises the following steps:

步骤S11:对全光路由进行通信节点标识处理,得到全光路由节点;Step S11: performing communication node identification processing on the all-optical routing to obtain an all-optical routing node;

本发明实施例通过对全光路由的拓扑结构信息进行获取,包括网络节点的连接关系、节点类型,然后,根据通信协议和路由规则,对每个通信节点进行标识,包括使用IP地址、MAC地址以及唯一标识符,将标识后的通信节点信息与全光路由的拓扑结构信息结合,得到全光路由节点信息。The embodiment of the present invention obtains the topological structure information of the all-optical routing, including the connection relationship and node type of the network nodes, and then identifies each communication node according to the communication protocol and routing rules, including using the IP address, MAC address and unique identifier, and combines the identified communication node information with the topological structure information of the all-optical routing to obtain the all-optical routing node information.

步骤S12:通过MEMS传感器对全光路由节点进行光信号数据获取处理,得到节点光信号数据;Step S12: performing optical signal data acquisition processing on the all-optical routing node through the MEMS sensor to obtain the node optical signal data;

本发明实施例通过使用MEMS传感器,包括光敏传感器,对全光路由节点的光信号进行实时采集,对采集到的光信号数据进行数字信号形式存储,并进行数据预处理。The embodiment of the present invention uses MEMS sensors, including photosensors, to collect optical signals of all-optical routing nodes in real time, stores the collected optical signal data in the form of digital signals, and performs data preprocessing.

步骤S13:对节点光信号数据进行光脉冲时间特征分析,得到光脉冲时间特征数据;Step S13: performing optical pulse time characteristic analysis on the node optical signal data to obtain optical pulse time characteristic data;

本发明实施例通过使用数字信号处理技术,例如阈值检测、边缘检测和脉冲计数,对光脉冲特征进行识别和分析;对采集到的节点光信号数据进行光脉冲时间特征分析得到的特征数据,主要包括脉冲宽度、脉冲上升沿和下降沿时间、脉冲重复频率参数,对得到数据参数进行分类集合,得到光脉冲时间特征数据。The embodiment of the present invention identifies and analyzes the characteristics of optical pulses by using digital signal processing technologies, such as threshold detection, edge detection and pulse counting; the characteristic data obtained by performing optical pulse time characteristic analysis on the collected node optical signal data mainly includes pulse width, pulse rising edge and falling edge time, and pulse repetition frequency parameters, and the obtained data parameters are classified and collected to obtain optical pulse time characteristic data.

步骤S14:对节点光信号数据进行光谱图分析,得到光信号光谱图;Step S14: performing spectrum analysis on the node optical signal data to obtain an optical signal spectrum graph;

本发明实施例通过对采集到的节点光信号数据进行光谱图分析,利用傅里叶变换或其他频谱分析方法,将时域信号转换为频域信号,得到光信号的光谱图;光谱图可以反映光信号的频率特性,例如中心频率、带宽、信号强度。The embodiment of the present invention performs a spectral analysis on the collected node optical signal data, and uses Fourier transform or other spectrum analysis methods to convert the time domain signal into a frequency domain signal to obtain a spectral graph of the optical signal; the spectral graph can reflect the frequency characteristics of the optical signal, such as center frequency, bandwidth, and signal strength.

步骤S15:基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图。Step S15: Perform communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram.

本发明实施例通过对光脉冲时间特征数据和光信号光谱图进行结合,推断出节点光信号的通信频率,例如,可以通过分析光脉冲的重复频率和光谱图的中心频率,确定通信频率;将通信频率信息以图像形式呈现,得到通信频率图。The embodiment of the present invention infers the communication frequency of the node optical signal by combining the optical pulse time characteristic data and the optical signal spectrum diagram. For example, the communication frequency can be determined by analyzing the repetition frequency of the optical pulse and the center frequency of the spectrum diagram; the communication frequency information is presented in the form of an image to obtain a communication frequency diagram.

本发明通过对全光路由进行通信节点标识处理,确定各个节点的位置和身份,为后续数据采集和分析提供准确的节点信息,有利于系统的管理和监控;利用MEMS传感器对全光路由节点进行光信号数据的获取处理,实时监测节点的光信号情况,为后续光信号分析和异常处理提供数据基础;对节点光信号数据进行光脉冲时间特征分析,提取出光信号的时间特征数据,有助于了解光信号的传输速度和时间特性,为通信频率分析提供重要参考;节点光信号数据进行光谱图分析,获取光信号的频谱特征,有助于了解光信号的频率分布情况,为通信频率分析和系统优化提供依据;通过将光脉冲时间特征数据与光信号光谱图相结合,对节点光信号数据进行通信频率分析;有利于揭示网络中使用的通信频率模式,通过识别和分析这些频率模式,以帮助检测潜在的频率冲突、干扰或未利用的频带,从而优化光通信性能并确保高效的频谱利用。The present invention performs communication node identification processing on the all-optical routing to determine the position and identity of each node, provides accurate node information for subsequent data collection and analysis, and is beneficial to system management and monitoring; uses MEMS sensors to obtain and process optical signal data of the all-optical routing nodes, monitors the optical signal conditions of the nodes in real time, and provides a data basis for subsequent optical signal analysis and abnormal processing; performs optical pulse time feature analysis on the optical signal data of the nodes to extract the time feature data of the optical signals, which is helpful to understand the transmission speed and time characteristics of the optical signals and provides an important reference for communication frequency analysis; performs spectrum analysis on the optical signal data of the nodes to obtain the spectrum features of the optical signals, which is helpful to understand the frequency distribution of the optical signals and provides a basis for communication frequency analysis and system optimization; performs communication frequency analysis on the optical signal data of the nodes by combining the optical pulse time feature data with the optical signal spectrum; is beneficial to revealing the communication frequency patterns used in the network, and helps detect potential frequency conflicts, interferences or unused frequency bands by identifying and analyzing these frequency patterns, thereby optimizing optical communication performance and ensuring efficient spectrum utilization.

优选地,步骤S15包括以下步骤:Preferably, step S15 comprises the following steps:

步骤S151:对光脉冲时间特征数据进行光相位分析,得到光脉冲相位谱;Step S151: performing optical phase analysis on the optical pulse time characteristic data to obtain an optical pulse phase spectrum;

本发明实施例通过将光脉冲时间特征数据导入分析软件,选择傅里叶变换进行相位分析方法,,对光脉冲时间特征数据进行预处理,包括降噪、去趋势,对预处理完毕数据执行相位分析,将光脉冲时间特征数据转化为光脉冲相位谱,其中横坐标表示时间或频率,纵坐标表示相位值。The embodiment of the present invention imports the optical pulse time characteristic data into the analysis software, selects the Fourier transform to perform the phase analysis method, pre-processes the optical pulse time characteristic data, including noise reduction and detrending, performs phase analysis on the pre-processed data, and converts the optical pulse time characteristic data into an optical pulse phase spectrum, wherein the horizontal axis represents time or frequency, and the vertical axis represents the phase value.

步骤S152:对光脉冲相位谱进行光脉冲重复频率分析,得到光脉冲重复频率;Step S152: performing optical pulse repetition frequency analysis on the optical pulse phase spectrum to obtain the optical pulse repetition frequency;

本发明实施例将光脉冲相位谱导入分析软件,选择功率谱密度分析的频率分析方法,对光脉冲相位谱进行预处理,例如平滑、去噪,对预处理完毕数据执行频率分析,得到光脉冲重复频率,即光脉冲相位谱中出现频率最高的频率值,光脉冲的重复周期。The embodiment of the present invention imports the optical pulse phase spectrum into the analysis software, selects the frequency analysis method of power spectral density analysis, pre-processes the optical pulse phase spectrum, such as smoothing and denoising, performs frequency analysis on the pre-processed data, and obtains the optical pulse repetition frequency, that is, the frequency value with the highest frequency in the optical pulse phase spectrum, and the repetition period of the optical pulse.

步骤S153:对光信号光谱图进行频率分析,得到光信号光谱频率;Step S153: performing frequency analysis on the optical signal spectrum to obtain the optical signal spectrum frequency;

本发明实施例通过将光信号光谱图进行傅里叶变换,根据傅里叶变化的需求进行数据预处理,对预处理数据进行光信号光谱频率分析,光信号光谱频率对应于光谱图中的峰值频率,使用高斯拟合法进行峰值检测,准确识别光谱图中的峰值频率,得到光信号光谱频率。The embodiment of the present invention performs Fourier transform on the optical signal spectrum graph, performs data preprocessing according to the requirements of Fourier transform, performs optical signal spectrum frequency analysis on the preprocessed data, the optical signal spectrum frequency corresponds to the peak frequency in the spectrum graph, uses Gaussian fitting method to perform peak detection, accurately identifies the peak frequency in the spectrum graph, and obtains the optical signal spectrum frequency.

步骤S154:基于光脉冲重复频率以及光信号光谱频率对节点光信号数据进行通信频率分析,得到光信号通信频率数据;Step S154: performing communication frequency analysis on the node optical signal data based on the optical pulse repetition frequency and the optical signal spectrum frequency to obtain optical signal communication frequency data;

本发明实施例通过对光脉冲重复频率和光信号光谱频率之间的关系分析,判断光信号的调制方式,包括强度调制,对于强度调制,通信频率通常对应于光脉冲重复频率的倍频以及边带频率,将提取到的通信频率信息记录下来,作为光信号通信频率数据。The embodiment of the present invention determines the modulation mode of the optical signal, including intensity modulation, by analyzing the relationship between the optical pulse repetition frequency and the optical signal spectrum frequency. For intensity modulation, the communication frequency usually corresponds to the multiple of the optical pulse repetition frequency and the sideband frequency. The extracted communication frequency information is recorded as the optical signal communication frequency data.

步骤S155:对光信号通信频率数据进行频率构图处理,得到光信号通信频率图。Step S155: Perform frequency mapping processing on the optical signal communication frequency data to obtain an optical signal communication frequency map.

本发明实施例通过对光信号通信频率数据进行按照频率大小进行升序排列排序,将排序后的通信频率数据绘制成频率图,横坐标为频率,纵坐标为对应频率的信号强度或功率,对频率图进行格式调整、标注优化。The embodiment of the present invention arranges the optical signal communication frequency data in ascending order according to the frequency size, plots the sorted communication frequency data into a frequency graph, where the horizontal axis is the frequency and the vertical axis is the signal strength or power of the corresponding frequency, and adjusts the format and optimizes the annotation of the frequency graph.

本发明通过对光脉冲时间特征数据进行光相位分析,以得到光脉冲的相位谱,揭示光信号的相位特性,这有助于了解光脉冲的相位变化,并检测到潜在的相位编码或相位调制存在,为后续的频率分析提供基础;通过分析光脉冲相位谱,以确定光脉冲的重复频率,以帮助识别光源的脉冲特性,并揭示光通信系统使用的特定脉冲模式,确定光脉冲重复频率对于后续的信号处理和分析至关重要;对光信号光谱图进行频率分析可以揭示光信号的频谱分布,通过识别光谱中的峰值,这些峰值表示光通信信道和存在的特定频率成分,通过分析光信号光谱频率,以获得有关传输信号或信道中的干扰的重要见解;通过整合光脉冲重复频率和光信号光谱频率信息,以对节点光信号数据进行全面的通信频率分析,有助于识别光信号中使用的实际通信频率,揭示频率转换技术,通过这种频率分析,以更好地了解光通信系统及其操作参数;通过对光信号通信频率数据进行频率构图,以获得直观光信号通信频率图,有助于迅速识别通信频率模式、频带使用或系统中的任何潜在干扰,通信频率图可以为光通信系统设计、优化以及频谱利用和干扰管理策略的制定提供宝贵的信息。The present invention performs optical phase analysis on the optical pulse time characteristic data to obtain the phase spectrum of the optical pulse and reveal the phase characteristics of the optical signal, which helps to understand the phase change of the optical pulse and detect the potential existence of phase encoding or phase modulation, providing a basis for subsequent frequency analysis; by analyzing the optical pulse phase spectrum, the repetition frequency of the optical pulse is determined to help identify the pulse characteristics of the light source and reveal the specific pulse mode used by the optical communication system. Determining the repetition frequency of the optical pulse is crucial for subsequent signal processing and analysis; performing frequency analysis on the optical signal spectrum diagram can reveal the spectrum distribution of the optical signal, by identifying the peaks in the spectrum, these peaks represent the optical communication channel and the specific frequency components that exist, and by analyzing Analyze the optical signal spectrum frequency to obtain important insights about the interference in the transmission signal or channel; integrate the optical pulse repetition frequency and optical signal spectrum frequency information to perform a comprehensive communication frequency analysis on the node optical signal data, which helps to identify the actual communication frequency used in the optical signal and reveal the frequency conversion technology. Through this frequency analysis, we can better understand the optical communication system and its operating parameters; by frequency mapping the optical signal communication frequency data to obtain an intuitive optical signal communication frequency map, it is helpful to quickly identify the communication frequency mode, frequency band usage or any potential interference in the system. The communication frequency map can provide valuable information for the design and optimization of optical communication systems, as well as the formulation of spectrum utilization and interference management strategies.

优选地,步骤S2包括以下步骤:Preferably, step S2 comprises the following steps:

步骤S21:对节点光信号数据进行波长特征划分,得到光信号波长特征数据;Step S21: dividing the node optical signal data by wavelength characteristics to obtain optical signal wavelength characteristic data;

步骤S22:基于光信号波长特征数据对光信号光谱图进行分析,得到波长特征光谱图;Step S22: Analyze the optical signal spectrum based on the optical signal wavelength characteristic data to obtain a wavelength characteristic spectrum;

步骤S23:对波长特征光谱图进行峰值分析,得到波长光谱峰值数据;Step S23: performing peak analysis on the wavelength characteristic spectrum to obtain wavelength spectrum peak data;

步骤S24:对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;Step S24: performing spectrum bandwidth coverage analysis on the optical signal spectrum diagram to obtain frequency range data covered by the optical signal;

步骤S25:基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行光谱图异常分析,得到光信号异常光谱数据;Step S25: performing a spectrum abnormality analysis on the optical signal spectrum based on the wavelength spectrum peak data and the optical signal coverage frequency range data to obtain optical signal abnormal spectrum data;

步骤S26:对光信号异常光谱数据进行异常影响通信评估分析,得到光谱异常通信影响数据。Step S26: performing abnormal impact analysis on the optical signal abnormal spectrum data to obtain abnormal spectrum communication impact data.

作为本发明的一个实施例,参考图2所示,为图1中步骤S2的详细步骤流程示意图,在本实施例中步骤S2包括以下步骤:As an embodiment of the present invention, referring to FIG. 2 , which is a detailed flow chart of step S2 in FIG. 1 , in this embodiment, step S2 includes the following steps:

步骤S21:对节点光信号数据进行波长特征划分,得到光信号波长特征数据;Step S21: dividing the node optical signal data by wavelength characteristics to obtain optical signal wavelength characteristic data;

本发明实施例通过利用光谱仪获取节点光信号数据,包含光信号在不同波长上的强度信息,基于光谱图特征提取,将光信号波长范围划分为多个频带,根据划分的频带,将光信号数据划分为不同的波长区间,并提取每个区间内的光信号数据,得到光信号波长特征数据。The embodiment of the present invention obtains node optical signal data by using a spectrometer, including intensity information of the optical signal at different wavelengths, and divides the wavelength range of the optical signal into multiple frequency bands based on the feature extraction of the spectrum graph. According to the divided frequency bands, the optical signal data is divided into different wavelength intervals, and the optical signal data in each interval is extracted to obtain the optical signal wavelength characteristic data.

步骤S22:基于光信号波长特征数据对光信号光谱图进行分析,得到波长特征光谱图;Step S22: Analyze the optical signal spectrum based on the optical signal wavelength characteristic data to obtain a wavelength characteristic spectrum;

本发明实施例通过将原始光信号数据以波长为横坐标,光功率为纵坐标,绘制光信号光谱图,在光信号光谱图上,根据光信号波长特征划分的波长区间,用不同颜色或线型标记各个波长特征区间将标记后的光信号光谱图保存为波长特征光谱图。The embodiment of the present invention plots an optical signal spectrum diagram by taking the wavelength as the horizontal axis and the optical power as the vertical axis of the original optical signal data. On the optical signal spectrum diagram, the wavelength intervals divided according to the wavelength characteristics of the optical signal are marked with different colors or line types to save the marked optical signal spectrum diagram as a wavelength characteristic spectrum diagram.

步骤S23:对波长特征光谱图进行峰值分析,得到波长光谱峰值数据;Step S23: performing peak analysis on the wavelength characteristic spectrum to obtain wavelength spectrum peak data;

本发明实施例通过对波长特征光谱图应用高斯拟合法进行峰值检测,识别出每个波长特征区间内的峰值点,记录每个峰值点的波长和对应的光功率值,作为波长光谱峰值数据。The embodiment of the present invention performs peak detection on the wavelength characteristic spectrum by applying the Gaussian fitting method, identifies the peak points in each wavelength characteristic interval, and records the wavelength and corresponding optical power value of each peak point as wavelength spectrum peak data.

步骤S24:对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;Step S24: performing spectrum bandwidth coverage analysis on the optical signal spectrum diagram to obtain frequency range data covered by the optical signal;

本发明实施例通过根据噪声水平或其他指标,设定一个光功率阈值,用于区分信号和噪声,在光信号光谱图上,找到光功率大于设定阈值的波长范围边界,将波长范围边界转换为对应的频率范围,得到光信号覆盖频率范围数据。The embodiment of the present invention sets an optical power threshold according to the noise level or other indicators to distinguish between signals and noise, finds the wavelength range boundary where the optical power is greater than the set threshold on the optical signal spectrum diagram, converts the wavelength range boundary into a corresponding frequency range, and obtains the optical signal coverage frequency range data.

步骤S25:基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行光谱图异常分析,得到光信号异常光谱数据;Step S25: performing a spectrum abnormality analysis on the optical signal spectrum based on the wavelength spectrum peak data and the optical signal coverage frequency range data to obtain optical signal abnormal spectrum data;

本发明实施例通过根据历史数据、标准规范,定义每个波长特征区间内的峰值数量、峰值功率范围、以及光谱形状特征,建立正常光谱模型,将当前光信号的波长光谱峰值数据以及光信号覆盖频率范围数据与正常光谱模型进行对比分析,当出现新的峰值、峰值功率超出正常范围、光谱形状发生畸变,识别出偏离正常模型异常特征,将识别出的光谱异常特征对应的光谱数据提取出来,作为光信号异常光谱数据。The embodiment of the present invention defines the number of peaks, peak power range, and spectral shape characteristics in each wavelength characteristic interval according to historical data and standard specifications, establishes a normal spectrum model, compares and analyzes the wavelength spectrum peak data of the current optical signal and the frequency range data covered by the optical signal with the normal spectrum model, and identifies abnormal features that deviate from the normal model when new peaks appear, peak powers exceed the normal range, and spectral shapes are distorted, and extracts spectral data corresponding to the identified abnormal spectral features as abnormal spectral data of the optical signal.

步骤S26:对光信号异常光谱数据进行异常影响通信评估分析,得到光谱异常通信影响数据。Step S26: performing abnormal impact analysis on the optical signal abnormal spectrum data to obtain abnormal spectrum communication impact data.

本发明实施例通过根据光信号异常光谱数据的特征,结合光传输系统的结构和工作原理,分析导致光谱异常原因,根据异常原因和光谱异常程度,评估光谱异常对造成致误码率升高、传输距离缩短的通信性能影响,将光谱异常对通信性能的影响量化为具体的指标,包括误码率、传输距离进行数据整合,得到光谱异常通信影响数据。The embodiment of the present invention analyzes the causes of spectral anomalies based on the characteristics of abnormal spectral data of optical signals in combination with the structure and working principle of the optical transmission system, and evaluates the impact of spectral anomalies on communication performance resulting in increased bit error rate and shortened transmission distance according to the causes of the anomalies and the degree of spectral anomalies. The impact of spectral anomalies on communication performance is quantified into specific indicators, including bit error rate and transmission distance, and data is integrated to obtain spectral anomaly communication impact data.

本发明通过对节点光信号数据进行波长特征划分,精准提取有关光信号波长的关键信息,为确定光通信系统中使用的不同波长提供重要支持,波长特征数据的获取对于深入理解光信号的特性以及光信道中存在的波长相关效应至关重要,有助于系统设计和性能优化;基于光信号波长特征数据进行光谱分析,得到波长特征光谱图,能够准确描绘光信号在不同波长下的光谱特性,为进一步分析提供关键线索。通过对波长特征光谱图进行峰值分析,获取波长光谱峰值数据,可以准确识别光谱中的峰值特征,为异常分析和信号优化提供重要参考;光谱带宽覆盖分析可确定光信号覆盖的整个频率范围,有助于充分利用频谱资源,发现不同信道和频率范围的存在;通过详细了解光信号覆盖频率范围,可为系统频宽要求评估提供重要数据,优化通信性能,提升系统稳定性和效率,这些综合分析步骤有助于全面了解光信号的波长特性和频率分布情况,为光通信系统的设计与优化提供关键支持,进一步提高通信系统的可靠性和性能,推动光通信技术的发展。The present invention divides the wavelength characteristics of the node optical signal data and accurately extracts the key information about the wavelength of the optical signal, which provides important support for determining the different wavelengths used in the optical communication system. The acquisition of wavelength characteristic data is crucial for in-depth understanding of the characteristics of the optical signal and the wavelength-related effects in the optical channel, which is helpful for system design and performance optimization. Based on the wavelength characteristic data of the optical signal, the spectrum analysis is performed to obtain the wavelength characteristic spectrum diagram, which can accurately describe the spectrum characteristics of the optical signal at different wavelengths and provide key clues for further analysis. By performing peak analysis on the wavelength characteristic spectrum diagram and obtaining the wavelength spectrum peak data, the peak characteristics in the spectrum can be accurately identified, providing an important reference for abnormal analysis and signal optimization; the spectrum bandwidth coverage analysis can determine the entire frequency range covered by the optical signal, which helps to make full use of spectrum resources and discover the existence of different channels and frequency ranges; by understanding the frequency range covered by the optical signal in detail, it can provide important data for the evaluation of the system bandwidth requirements, optimize communication performance, and improve system stability and efficiency. These comprehensive analysis steps help to fully understand the wavelength characteristics and frequency distribution of the optical signal, provide key support for the design and optimization of the optical communication system, further improve the reliability and performance of the communication system, and promote the development of optical communication technology.

优选地,步骤S25包括以下步骤:Preferably, step S25 comprises the following steps:

步骤S251:基于波长光谱峰值数据对光信号光谱图进行主要波长识别处理,得到光谱主要波长数据;Step S251: performing main wavelength identification processing on the optical signal spectrum diagram based on the wavelength spectrum peak data to obtain main wavelength data of the spectrum;

本发明实施例通过根据波长光谱峰值数据,分析每个峰值对应的光功率值,按照功率值从高到低对峰值进行排序,根据实际全光路由通信中各种光信号信息数据特征,设定主峰判别阈值,选取满足主峰判别阈值的峰值对应的波长,作为光谱主要波长数据。The embodiment of the present invention analyzes the optical power value corresponding to each peak according to the wavelength spectrum peak data, sorts the peaks from high to low according to the power value, sets the main peak discrimination threshold according to the various optical signal information data characteristics in the actual all-optical routing communication, and selects the wavelength corresponding to the peak that meets the main peak discrimination threshold as the main wavelength data of the spectrum.

步骤S252:基于光谱主要波长数据对光信号光谱图进行异常侧峰分析,得到异常侧峰数据;Step S252: performing abnormal side peak analysis on the optical signal spectrum based on the main wavelength data of the spectrum to obtain abnormal side peak data;

本发明实施例通过以光谱主要波长为中心,设定一个波长范围作为侧峰分析范围,在侧峰分析范围内,识别出除主要波长峰值以外的其他峰值,这些峰值即为潜在的异常侧峰,根据预设侧峰功率阈值的侧峰判断标准,判断识别出的侧峰是否为异常侧峰,并将异常侧峰的波长和功率信息记录为异常侧峰数据。The embodiment of the present invention sets a wavelength range as the side peak analysis range with the main wavelength of the spectrum as the center. Within the side peak analysis range, other peaks except the main wavelength peak are identified. These peaks are potential abnormal side peaks. According to the side peak judgment standard of the preset side peak power threshold, it is judged whether the identified side peak is an abnormal side peak, and the wavelength and power information of the abnormal side peak are recorded as abnormal side peak data.

步骤S253:对光信号光谱图进行异常噪音光谱带宽分析,得到噪音覆盖频率范围数据;Step S253: performing abnormal noise spectrum bandwidth analysis on the optical signal spectrum to obtain noise coverage frequency range data;

本发明实施例通过对光信号光谱图使用移动平均滤波器进行平滑处理,降低噪声对分析结果的影响,根据光谱图的整体趋势和噪声水平,设定噪声阈值,用于区分信号和噪声,识别出光谱图功率低于噪声阈值的频率范围,并将该频率范围作为噪音覆盖频率范围数据。In the embodiment of the present invention, a moving average filter is used to smooth the optical signal spectrum to reduce the influence of noise on the analysis result. A noise threshold is set according to the overall trend and noise level of the spectrum to distinguish between signal and noise, and the frequency range in which the power of the spectrum is lower than the noise threshold is identified. This frequency range is used as the noise coverage frequency range data.

步骤S254:基于光信号覆盖频率范围数据对噪音覆盖频率范围数据进行基准比对处理,得到噪音异常光谱数据;Step S254: performing a benchmark comparison process on the noise coverage frequency range data based on the optical signal coverage frequency range data to obtain noise abnormal spectrum data;

本发明实施例通过对比光信号覆盖频率范围数据和噪音覆盖频率范围数据,识别出超出正常光信号覆盖范围的噪声频率范围,超出正常光信号覆盖范围的噪声频率范围,则识别为异常噪声,将异常噪声对应的频率范围和功率信息提取出来,作为噪音异常光谱数据。The embodiment of the present invention identifies the noise frequency range that exceeds the normal optical signal coverage range by comparing the optical signal coverage frequency range data and the noise coverage frequency range data. The noise frequency range that exceeds the normal optical signal coverage range is identified as abnormal noise, and the frequency range and power information corresponding to the abnormal noise are extracted as noise abnormality spectrum data.

步骤S255:对异常侧峰数据以及噪音异常光谱数据进行拟合,得到光信号异常光谱数据。Step S255: fitting the abnormal side peak data and the noise abnormal spectrum data to obtain the optical signal abnormal spectrum data.

本发明实施例通过将异常侧峰数据和噪音异常光谱数据进行整合,得到包含所有异常光谱信息的数据集,对异常光谱数据进行拟合,得到描述异常光谱特征的拟合曲线,将拟合曲线对应的光谱数据提取出来,得到光信号异常光谱数据。The embodiment of the present invention integrates the abnormal side peak data and the noise abnormal spectrum data to obtain a data set containing all abnormal spectrum information, fits the abnormal spectrum data to obtain a fitting curve describing the abnormal spectrum characteristics, extracts the spectrum data corresponding to the fitting curve, and obtains the optical signal abnormal spectrum data.

本发明通过对波长光谱峰值数据进行主要波长识别处理,以确定光信号光谱图中基本波区域,有助于识别光通信系统中的主要操作波长,这对于后续的信道分配、干扰管理和系统优化非常重要,主要波长数据提供了有关光源光谱排放特征和信道响应的基础信息;对光信号光谱图进行异常侧峰分析,以检测到任何异常的侧峰或峰值,有助于识别光谱中的任何潜在干扰或异常信号,异常侧峰数据的获取可以表明存在信道间干扰、非线性效应或光通信系统中的任何异常情况;对光信号光谱图进行异常噪声光谱带宽分析,以确定噪声信号覆盖的频率范围,有助于评估光通信系统中的噪声水平和性质,通过了解噪音覆盖频率范围,以量化受到噪声影响;通过将光信号覆盖频率范围数据与噪声覆盖频率范围数据进行基准比对,以识别与基本信号特征不同的噪声异常光谱,有助于量化噪声对通信的影响,并表明存在隐藏的信道问题或频带利用问题;通过对异常侧峰数据和噪声异常光谱数据进行拟合,以生成表示光信号异常光谱特性的综合数据,提供一种简洁直观的方法来表示光通信系统中的异常或干扰情况,通过拟合这些数据,以更好地可视化异常、确定其严重程度并制定相应的策略,以最大限度地减少对系统性能和质量的影响。The present invention performs main wavelength identification processing on wavelength spectrum peak data to determine the fundamental wave region in the optical signal spectrum diagram, which helps to identify the main operating wavelength in the optical communication system, which is very important for subsequent channel allocation, interference management and system optimization. The main wavelength data provides basic information about the spectral emission characteristics of the light source and the channel response; the optical signal spectrum diagram is analyzed for abnormal side peaks to detect any abnormal side peaks or peaks, which helps to identify any potential interference or abnormal signals in the spectrum. The acquisition of abnormal side peak data can indicate the existence of inter-channel interference, nonlinear effects or any abnormal conditions in the optical communication system; the optical signal spectrum diagram is analyzed for abnormal noise spectrum bandwidth to determine the frequency range covered by the noise signal, which helps to evaluate the optical The noise level and nature in the communication system, by understanding the frequency range covered by the noise, can quantify the impact of noise; by benchmarking the frequency range covered by the optical signal data with the frequency range covered by the noise data, to identify the noise anomaly spectrum that is different from the basic signal characteristics, it helps to quantify the impact of noise on communication and indicates the existence of hidden channel problems or frequency band utilization problems; by fitting the abnormal side peak data and the noise anomaly spectrum data to generate comprehensive data representing the abnormal spectral characteristics of the optical signal, a concise and intuitive method is provided to represent the anomalies or interference in the optical communication system, and by fitting these data, the anomalies can be better visualized, their severity can be determined, and corresponding strategies can be formulated to minimize the impact on system performance and quality.

优选地,步骤S26包括以下步骤:Preferably, step S26 comprises the following steps:

步骤S261:对光信号异常光谱数据进行异常侧峰分析,得到异常光谱侧峰数据;Step S261: performing abnormal side peak analysis on the abnormal spectrum data of the optical signal to obtain abnormal spectrum side peak data;

本发明实施例通过在光信号异常光谱数据中,识别出功率明显高于周围噪声水平的峰值,为异常侧峰,记录每个异常侧峰的中心波长、峰值功率、以及带宽信息,作为异常光谱侧峰数据。The embodiment of the present invention identifies peaks whose power is significantly higher than the surrounding noise level in the optical signal abnormal spectrum data as abnormal side peaks, and records the central wavelength, peak power, and bandwidth information of each abnormal side peak as abnormal spectrum side peak data.

步骤S262:对异常光谱侧峰数据进行异常通信色散分析,得到异常通信光谱色散数据;Step S262: performing abnormal communication dispersion analysis on the abnormal spectrum side peak data to obtain abnormal communication spectrum dispersion data;

本发明实施例通过根据光纤的类型、长度等参数,建立光纤色散模型,该模型描述了不同波长的光信号在光纤中传输时的色散特性,基于色散模型和异常光谱侧峰数据中的中心波长信息,计算每个异常侧峰群速度色散以表示对应的色散值,将每个异常侧峰的中心波长、峰值功率以及对应的色散值整合在一起,形成异常通信光谱色散数据。The embodiment of the present invention establishes an optical fiber dispersion model according to parameters such as the type and length of the optical fiber. The model describes the dispersion characteristics of optical signals of different wavelengths when transmitted in the optical fiber. Based on the dispersion model and the central wavelength information in the abnormal spectral side peak data, the group velocity dispersion of each abnormal side peak is calculated to represent the corresponding dispersion value. The central wavelength, peak power and corresponding dispersion value of each abnormal side peak are integrated together to form abnormal communication spectral dispersion data.

步骤S263:对异常通信光谱色散数据进行通信信噪影响分析,得到异常色散信噪比;Step S263: performing communication signal-to-noise impact analysis on the abnormal communication spectrum dispersion data to obtain an abnormal dispersion signal-to-noise ratio;

本发明实施例通过基于异常通信光谱色散数据中的色散值,计算每个异常侧峰对光脉冲产生的展宽效应,根据脉冲展宽效应,结合光通信系统的接收机带宽等参数,计算每个异常侧峰导致的信噪比损失,将每个异常侧峰的信噪比损失与其峰值功率进行加权平均,得到综合考虑所有异常侧峰影响的异常色散信噪比。The embodiment of the present invention calculates the broadening effect of each abnormal side peak on the optical pulse based on the dispersion value in the abnormal communication spectral dispersion data, calculates the signal-to-noise ratio loss caused by each abnormal side peak according to the pulse broadening effect and in combination with parameters such as the receiver bandwidth of the optical communication system, and performs weighted averaging of the signal-to-noise ratio loss of each abnormal side peak and its peak power to obtain the abnormal dispersion signal-to-noise ratio that comprehensively considers the influence of all abnormal side peaks.

步骤S264:对光信号异常光谱数据进行噪音通信信噪影响分析,得到噪音信噪比数据;Step S264: performing noise communication signal-to-noise impact analysis on the optical signal abnormal spectrum data to obtain noise signal-to-noise ratio data;

本发明实施例通过对光信号异常光谱数据中,除异常侧峰以外的噪声部分进行积分,得到噪声总功率,将光信号主要峰值功率与噪声总功率进行比较,计算得到光信号的信噪比。The embodiment of the present invention integrates the noise part except the abnormal side peak in the abnormal spectrum data of the optical signal to obtain the total noise power, compares the main peak power of the optical signal with the total noise power, and calculates the signal-to-noise ratio of the optical signal.

步骤S265:基于异常色散信噪比以及噪音信噪比数据进行误码率分析,得到通信误码率数据;Step S265: performing bit error rate analysis based on abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data to obtain communication bit error rate data;

本发明实施例通过根据光通信系统的调制格式、编码方式等参数,选择BER曲线模型的误码率模型,将异常色散信噪比和噪音信噪比数据代入误码率模型中,计算得到光通信系统的误码率。The embodiment of the present invention selects a bit error rate model of the BER curve model according to the modulation format, coding method and other parameters of the optical communication system, substitutes the abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data into the bit error rate model, and calculates the bit error rate of the optical communication system.

步骤S266:对通信误码率数据进行通信影响评估处理,得到光谱异常通信影响数据。Step S266: performing communication impact assessment processing on the communication bit error rate data to obtain spectrum abnormality communication impact data.

本发明实施例通过将计算得到的误码率与光通信系统的误码率影响数据度进行比较,判断光谱异常导致通信质量下降区间,根据误码率影响数据度,分析光谱异常对通信质量的影响程度进行量化,得到光谱异常通信影响数据。The embodiment of the present invention compares the calculated bit error rate with the bit error rate impact data degree of the optical communication system to determine the interval in which the communication quality is degraded due to the spectrum anomaly. According to the bit error rate impact data degree, the influence of the spectrum anomaly on the communication quality is analyzed and quantified to obtain the spectrum anomaly communication impact data.

本发明通过对光信号异常光谱数据进行异常侧峰分析,以识别光谱图中异常侧峰,有助于揭示光通信系统中异常信号,识别异常光谱侧峰以帮助定位问题,并确定是否存在信道间干扰、非线性效应,此信息对于保证系统性能和信号完整性非常重要;对异常光谱侧峰数据进行异常通信色散分析,以量化光信号在传输期间经历的光谱色散效应,有助于评估色散对通信质量的影响,通过分析异常通信光谱色散数据,以确定色散的严重程度及其对信噪比的影响;对异常通信光谱色散数据进行通信信噪影响分析,以确定色散对信噪比的影响,有助于量化异常色散对信号质量降级的贡献,以评估色散是否导致比特错误,并表明需要纠错技术,信噪比是系统性能的重要指标,理解色散的影响对于优化光通信非常重要;对光信号异常光谱数据进行噪音通信信噪影响分析,得到噪音信噪比数据,这一步骤有助于分析异常光谱中噪音对通信系统的影响,为提高信号质量和减少误码率提供重要参考;基于异常色散信噪比和噪音信噪比数据进行误码率分析,以量化通信误码率,提供了系统性能的关键指标,以评估给定色散和噪声水平下的预期误码率,误码率分析为系统的纠错机制设计、适应性调制方案提供了指导;通过综合评估通信误码率数据,可以全面了解异常信号对通信系统的影响,为系统优化和性能改进提供重要参考。The present invention performs abnormal side peak analysis on abnormal spectral data of optical signals to identify abnormal side peaks in the spectral graph, which helps to reveal abnormal signals in optical communication systems, identify abnormal spectral side peaks to help locate problems, and determine whether there is interference between channels or nonlinear effects. This information is very important for ensuring system performance and signal integrity; abnormal communication dispersion analysis is performed on abnormal spectral side peak data to quantify the spectral dispersion effect experienced by optical signals during transmission, which helps to evaluate the impact of dispersion on communication quality, and by analyzing abnormal communication spectral dispersion data, the severity of dispersion and its impact on the signal-to-noise ratio can be determined; communication signal-to-noise impact analysis is performed on abnormal communication spectral dispersion data to determine the impact of dispersion on the signal-to-noise ratio, which helps to quantify the contribution of abnormal dispersion to signal quality degradation, so as to evaluate whether dispersion causes bit errors. Errors are detected and error correction technology is needed. The signal-to-noise ratio is an important indicator of system performance. Understanding the impact of dispersion is very important for optimizing optical communications. The noise communication signal-to-noise impact analysis is performed on the abnormal spectrum data of the optical signal to obtain the noise signal-to-noise ratio data. This step helps to analyze the impact of noise in the abnormal spectrum on the communication system, and provides an important reference for improving signal quality and reducing bit error rate. Bit error rate analysis is performed based on abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data to quantify the communication bit error rate, providing key indicators of system performance to evaluate the expected bit error rate under given dispersion and noise levels. The bit error rate analysis provides guidance for the design of the system's error correction mechanism and adaptive modulation schemes. By comprehensively evaluating the communication bit error rate data, the impact of abnormal signals on the communication system can be fully understood, providing an important reference for system optimization and performance improvement.

优选地,步骤S3包括以下步骤:Preferably, step S3 comprises the following steps:

步骤S31:对光脉冲时间特征数据进行全宽量度分析,得到光脉宽数据;Step S31: performing full width measurement analysis on the optical pulse time characteristic data to obtain optical pulse width data;

步骤S32:对光脉冲时间特征数据进行脉冲重复频率分析,得到脉冲重复频率;Step S32: performing pulse repetition frequency analysis on the light pulse time characteristic data to obtain the pulse repetition frequency;

步骤S33:对光脉宽数据以及脉冲重复频率进行时域波形构建,得到光时域波形;Step S33: constructing a time domain waveform for the optical pulse width data and the pulse repetition frequency to obtain an optical time domain waveform;

步骤S34:基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;Step S34: constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve;

步骤S35:基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S35: Based on the optical signal spectrum diagram, an optical signal reflection curve is evaluated and analyzed for the impact of abnormality on communication, and communication impact data of abnormal optical signal reflection is obtained.

作为本发明的一个实施例,参考图2所示,为图1中步骤S3的详细步骤流程示意图,在本实施例中步骤S3包括以下步骤:As an embodiment of the present invention, referring to FIG. 2 , which is a detailed flow chart of step S3 in FIG. 1 , in this embodiment, step S3 includes the following steps:

步骤S31:对光脉冲时间特征数据进行全宽量度分析,得到光脉宽数据;Step S31: performing full width measurement analysis on the optical pulse time characteristic data to obtain optical pulse width data;

本发明实施例通过对光脉冲时间特征数据进行分析,找到脉冲上升沿和下降沿的起始点,通常可以设定为超过噪声水平一定比例的阈值点,据识别出的脉冲上升沿和下降沿的起始点,计算脉冲的持续时间,即脉冲宽度。The embodiment of the present invention analyzes the time characteristic data of the optical pulse to find the starting points of the rising edge and the falling edge of the pulse, which can usually be set as a threshold point that exceeds a certain proportion of the noise level. Based on the identified starting points of the rising edge and the falling edge of the pulse, the duration of the pulse, that is, the pulse width, is calculated.

步骤S32:对光脉冲时间特征数据进行脉冲重复频率分析,得到脉冲重复频率;Step S32: performing pulse repetition frequency analysis on the light pulse time characteristic data to obtain the pulse repetition frequency;

本发明实施例通过在光脉冲时间特征数据中,识别出周期性出现的脉冲序列。测量相邻脉冲之间的时间间隔,脉冲重复频率是脉冲间隔的倒数,表示单位时间内出现的脉冲个数。The embodiment of the present invention identifies periodically occurring pulse sequences in the optical pulse time characteristic data and measures the time interval between adjacent pulses. The pulse repetition frequency is the inverse of the pulse interval, indicating the number of pulses occurring per unit time.

步骤S33:对光脉宽数据以及脉冲重复频率进行时域波形构建,得到光时域波形;Step S33: constructing a time domain waveform for the optical pulse width data and the pulse repetition frequency to obtain an optical time domain waveform;

本发明实施例通过根据脉冲重复频率,生成时间轴上均匀分布的脉冲序列,根据实际光脉冲的形状,选择函数来模拟脉冲形状,包括高斯函数、矩形函数,将模拟的脉冲形状,按照得到的脉冲宽度进行缩放,填充到脉冲序列对应的时间点上,形成完整的光时域波形。The embodiment of the present invention generates a pulse sequence evenly distributed on the time axis according to the pulse repetition frequency, selects a function to simulate the pulse shape according to the shape of the actual optical pulse, including a Gaussian function and a rectangular function, scales the simulated pulse shape according to the obtained pulse width, and fills it into the time point corresponding to the pulse sequence to form a complete optical time domain waveform.

步骤S34:基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;Step S34: constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve;

本发明实施例通过将光时域波形与节点光信号数据进行时域卷积运算,卷积结果反映光信号在传输路径上的反射情况,根据峰值位置和强度等信息,识别出反射,以时间为横坐标,以反射信号强度为纵坐标,绘制光信号反射曲线。The embodiment of the present invention performs a time domain convolution operation on the optical time domain waveform and the node optical signal data. The convolution result reflects the reflection condition of the optical signal on the transmission path. The reflection is identified based on information such as the peak position and intensity. The optical signal reflection curve is plotted with time as the horizontal coordinate and the reflected signal intensity as the vertical coordinate.

步骤S35:基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S35: Based on the optical signal spectrum diagram, an optical signal reflection curve is evaluated and analyzed for the impact of abnormality on communication, and communication impact data of abnormal optical signal reflection is obtained.

本发明实施例通过在光信号反射曲线中,识别出超出预设阈值的反射峰值,这些峰值代表了异常的反射事件,根据反射峰值出现的时间,关联到光信号光谱图中对应时间点的频谱信息,根据反射峰值强度、反射波长范围以及光通信系统的参数,评估反射事件对通信质量的影响,包括导致信号失真、功率损耗、误码率增加,并将评估结果量化为具体的指标,形成光信号反射异常通信影响数据。The embodiment of the present invention identifies reflection peaks exceeding a preset threshold in an optical signal reflection curve. These peaks represent abnormal reflection events. The time at which the reflection peaks occur is associated with the spectrum information of the corresponding time point in the optical signal spectrum diagram. The influence of the reflection events on the communication quality is evaluated based on the reflection peak intensity, the reflection wavelength range, and the parameters of the optical communication system. The influence includes causing signal distortion, power loss, and increased bit error rate. The evaluation results are quantified into specific indicators to form communication impact data of abnormal optical signal reflection.

本发明通过对光脉冲时间特征数据进行全宽量度分析,以确定光脉冲的持续时间和相应的光脉冲宽度,有助于表征光脉冲的信道占用属性,通过获取光脉宽数据,以评估系统中的脉冲传播和脉冲压缩特性;对光脉冲时间特征数据进行脉冲重复频率分析,以确定光脉冲重复传输的速率,有助于评估光通信系统的吞吐量和效率,脉冲重复频率信息有助于调整系统设置、优化数据速率并确保符合特定应用的要求,以帮助识别任何潜在的频率相关问题;对光脉宽数据和脉冲重复频率进行时域波形构建,以可视化光脉冲在时间域中的形状和行为,提供有关光脉冲信噪比、畸变和潜在干涉信息,通过这种时域波形构建,以模拟和分析光脉冲在信道中的传播;通过基于光时域波形对节点光信号数据进行反射曲线构建处理,以确定系统的响应特性,有助于分析信道反射、相干性或任何潜在的色散效应,通过获得光信号反射曲线,以评估信道质量、识别反射源并优化系统以最大限度地减少反射损耗,反射曲线构建处理提供了一种定量方法来表征光通信系统的反射特性;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,以确定反射异常对光通信的影响,以评估异常反射干扰以及影响有效通信程度,通过这种评估,以确定反射异常是否导致信噪比恶化、干涉或信号质量下降,光信号反射异常通信影响数据为故障排除和性能优化提供重要见解。The present invention performs full-width measurement analysis on optical pulse time characteristic data to determine the duration of the optical pulse and the corresponding optical pulse width, which helps to characterize the channel occupancy properties of the optical pulse, and obtains the optical pulse width data to evaluate the pulse propagation and pulse compression characteristics in the system; performs pulse repetition frequency analysis on the optical pulse time characteristic data to determine the rate of optical pulse repetition transmission, which helps to evaluate the throughput and efficiency of the optical communication system, and the pulse repetition frequency information helps to adjust the system settings, optimize the data rate and ensure compliance with the requirements of specific applications, so as to help identify any potential frequency-related problems; performs time domain waveform construction on the optical pulse width data and the pulse repetition frequency to visualize the shape and behavior of the optical pulse in the time domain, and provide information about the optical pulse signal-to-noise ratio, distortion and potential interference, and through this time domain waveform construction, to simulate and analyze The propagation of optical pulses in the channel; by constructing a reflection curve for the node optical signal data based on the optical time domain waveform to determine the response characteristics of the system, it is helpful to analyze the channel reflection, coherence or any potential dispersion effects. By obtaining the optical signal reflection curve to evaluate the channel quality, identify the reflection source and optimize the system to minimize the reflection loss, the reflection curve construction process provides a quantitative method to characterize the reflection characteristics of the optical communication system; based on the optical signal spectrum diagram, the optical signal reflection curve is analyzed for abnormal impact communication evaluation to determine the impact of reflection anomalies on optical communication to evaluate the abnormal reflection interference and the degree of impact on effective communication. Through this evaluation, it is determined whether the reflection anomaly leads to deterioration of the signal-to-noise ratio, interference or signal quality degradation. The optical signal reflection abnormality communication impact data provides important insights for troubleshooting and performance optimization.

优选地,步骤S34包括以下步骤:Preferably, step S34 includes the following steps:

步骤S341:对节点光信号数据进行光纤节点分析,得到光纤节点数据;Step S341: Perform fiber node analysis on the node optical signal data to obtain fiber node data;

本发明实施例通过分析节点光信号数据,识别出光纤链路中各个节点的特征信息,例如节点类型、节点位置,将识别出的节点特征信息提取出来,形成光纤节点数据。The embodiment of the present invention identifies characteristic information of each node in the optical fiber link, such as node type and node position, by analyzing the node optical signal data, and extracts the identified node characteristic information to form optical fiber node data.

步骤S342:对光纤节点数据进行节点光信号频率分析,得到节点光信号频率;Step S342: Perform node optical signal frequency analysis on the optical fiber node data to obtain the node optical signal frequency;

本发明实施例通过根据光纤节点数据中的节点位置信息,从原始光信号数据中截取对应节点处的信号片段,并对其进行频谱分析,得到该节点处的光信号光谱,对节点光信号光谱进行峰值检测,识别出主要的频率成分。The embodiment of the present invention intercepts the signal segment at the corresponding node from the original optical signal data according to the node position information in the optical fiber node data, performs spectrum analysis on it, obtains the optical signal spectrum at the node, performs peak detection on the node optical signal spectrum, and identifies the main frequency components.

步骤S343:基于光时域波形对光纤节点数据进行反射信号捕获处理,得到反射信号数据;Step S343: performing reflection signal capture processing on the optical fiber node data based on the optical time domain waveform to obtain reflection signal data;

本发明实施例通过根据光纤节点数据中的节点位置信息,结合光信号在光纤中的传输速度,计算出每个节点处反射信号出现的时间窗口,在光时域波形中,截取每个节点对应时间窗口内的信号片段,信号片段就包含该节点处的反射信号信息。The embodiment of the present invention calculates the time window in which the reflected signal appears at each node based on the node position information in the optical fiber node data and the transmission speed of the optical signal in the optical fiber. In the optical time domain waveform, a signal segment within the time window corresponding to each node is intercepted, and the signal segment contains the reflected signal information at the node.

步骤S344:对反射信号数据进行反射信号强度分析,得到反射信号强度;Step S344: performing reflection signal strength analysis on the reflection signal data to obtain reflection signal strength;

本发明实施例通过对反射信号数据进行低通滤波处理,去除背景噪声的影响,对滤波后的反射信号数据进行峰值检测,得到每个节点处的反射信号强度值。The embodiment of the present invention performs low-pass filtering on the reflected signal data to remove the influence of background noise, performs peak detection on the filtered reflected signal data, and obtains the reflected signal strength value at each node.

步骤S345:基于节点光信号频率以及反射信号强度对节点光信号数据进行曲线构建处理,得到光信号反射曲线。Step S345: Perform curve construction processing on the node optical signal data based on the node optical signal frequency and the reflected signal strength to obtain an optical signal reflection curve.

本发明实施例通过以光纤链路长度或节点位置为横坐标,以反射信号强度为纵坐标,建立光信号反射曲线坐标系,根据光纤节点数据中的节点位置信息,反射信号强度值,在坐标系中绘制对应的点,使用平滑曲线或折线将相邻的反射点连接起来,形成完整的光信号反射曲线。The embodiment of the present invention establishes a light signal reflection curve coordinate system by taking the optical fiber link length or node position as the horizontal coordinate and the reflection signal strength as the vertical coordinate. According to the node position information and the reflection signal strength value in the optical fiber node data, the corresponding points are drawn in the coordinate system, and the adjacent reflection points are connected using a smooth curve or a broken line to form a complete light signal reflection curve.

本发明通过对节点光信号数据进行光纤节点分析,以识别和定位光纤通信系统中的特定节点,有助于分析光信号在光纤网络中的传播和传输特性,通过获得光纤节点数据,包括节点位置、损耗和反射特性以评估光信号在这些节点处的光信号数据;对光纤节点数据进行节点光信号频率分析,以确定光信号在光纤节点处的振荡频率,有助于确保光信号与节点的设计频率相匹配,并确保最佳传输,节点光信号频率分析有助于识别频率不匹配、干扰;对光纤节点数据进行反射信号捕获处理,以分析从节点反射的光信号,有助于量化反射信号的特性,包括强度、持续时间和潜在误差,通过这种反射信号捕获处理,以评估节点处的信道质量、表征反射源并确定对光通信系统性能影响;对反射信号数据进行反射信号强度分析,以量化反射信号的功率,提供一种衡量光纤节点反射特性的方法,通过分析反射信号强度,以评估节点处反射信号的严重程度及其对光信号完整性和质量的潜在影响,以帮助识别异常反射、干涉和功率损耗问题;基于节点光信号频率和反射信号强度对节点光信号数据进行曲线构建处理,以生成光信号反射曲线,利用节点光信号频率和反射信号强度信息,创建了一种定量表示,说明光信号功率与反射特性之间的关系,光信号反射曲线为可视化理解光信号性能提供了宝贵的信息。The present invention performs optical fiber node analysis on node optical signal data to identify and locate specific nodes in an optical fiber communication system, thereby helping to analyze the propagation and transmission characteristics of optical signals in an optical fiber network. The optical fiber node data, including node location, loss, and reflection characteristics, are obtained to evaluate the optical signal data at these nodes. Node optical signal frequency analysis is performed on the optical fiber node data to determine the oscillation frequency of the optical signal at the optical fiber node, thereby helping to ensure that the optical signal matches the design frequency of the node and ensures optimal transmission. Node optical signal frequency analysis helps to identify frequency mismatches and interference. Reflected signal capture processing is performed on the optical fiber node data to analyze the optical signal reflected from the node, thereby helping to quantify the characteristics of the reflected signal, including intensity, duration, and potential errors. The reflected signal data is processed to evaluate the channel quality at the node, characterize the reflection source and determine the impact on the performance of the optical communication system; the reflected signal strength is analyzed on the reflected signal data to quantify the power of the reflected signal, providing a method to measure the reflection characteristics of the optical fiber node. By analyzing the reflected signal strength, the severity of the reflected signal at the node and its potential impact on the integrity and quality of the optical signal are evaluated to help identify abnormal reflection, interference and power loss problems; the node optical signal data is processed by curve construction based on the node optical signal frequency and reflection signal strength to generate an optical signal reflection curve. Using the node optical signal frequency and reflection signal strength information, a quantitative representation is created to illustrate the relationship between the optical signal power and the reflection characteristics. The optical signal reflection curve provides valuable information for visual understanding of optical signal performance.

优选地,步骤S35包括以下步骤:Preferably, step S35 includes the following steps:

步骤S351:基于光信号光谱图对光信号反射曲线进行反射强度频谱分析,得到反射强度频谱图;Step S351: performing reflection intensity spectrum analysis on the light signal reflection curve based on the light signal spectrum diagram to obtain a reflection intensity spectrum diagram;

本发明实施例通过根据光信号光谱图的特征,按照波长进行划分将整个光谱范围划分为多个区间,对于每个频谱区间,计算该区间内所有反射点的反射信号强度总和,作为该区间的反射强度值,以频谱区间为横坐标,以反射强度值为纵坐标,绘制反射强度频谱图。The embodiment of the present invention divides the entire spectral range into multiple intervals according to the wavelength based on the characteristics of the optical signal spectrum graph. For each spectrum interval, the sum of the reflection signal intensities of all reflection points in the interval is calculated as the reflection intensity value of the interval. The reflection intensity spectrum graph is drawn with the spectrum interval as the horizontal axis and the reflection intensity value as the vertical axis.

步骤S352:对反射强度频谱图进行异常峰值降幅分析,得到异常峰值降幅数据;Step S352: performing abnormal peak drop analysis on the reflection intensity spectrum to obtain abnormal peak drop data;

本发明实施例通过在反射强度频谱图中,识别出功率较高的主要峰值,与正常情况下的反射强度频谱图进行比较,计算每个主要峰值的功率下降幅度,将每个主要峰值频率以及对应的功率下降幅度记录下来,形成异常峰值降幅数据。The embodiment of the present invention identifies the main peaks with higher power in the reflection intensity spectrum diagram, compares it with the reflection intensity spectrum diagram under normal conditions, calculates the power reduction amplitude of each main peak, records each main peak frequency and the corresponding power reduction amplitude, and forms abnormal peak reduction data.

步骤S353:对反射强度频谱图进行异常反射峰增量分析,得到异常反射峰增量数据;Step S353: performing abnormal reflection peak increment analysis on the reflection intensity spectrum to obtain abnormal reflection peak increment data;

本发明实施例通过在反射强度频谱图中,识别出功率较高的主要峰值,将当前反射强度频谱图与基准频谱图进行对比,识别出新增的反射峰值,记录每个新增峰值频率、峰值功率以及出现位置信息,形成异常反射峰增量数据。The embodiment of the present invention identifies the main peak with higher power in the reflection intensity spectrum diagram, compares the current reflection intensity spectrum diagram with the reference spectrum diagram, identifies the newly added reflection peak, records the frequency, peak power and location information of each newly added peak, and forms abnormal reflection peak incremental data.

步骤S354:对反射强度频谱图进行异常反射周期分析,得到异常反射周期数据;Step S354: performing abnormal reflection period analysis on the reflection intensity spectrum to obtain abnormal reflection period data;

本发明实施例通过对反射强度频谱图进行傅里叶变换,将其从频域转换到时域,得到反射信号的周期性信息,在变换后的频谱图中,识别出超出预设阈值的峰值,记录每个异常周期峰值对应的频率、幅度等信息,形成异常反射周期数据。The embodiment of the present invention obtains the periodic information of the reflection signal by performing Fourier transform on the reflection intensity spectrum diagram, converting it from the frequency domain to the time domain. In the transformed spectrum diagram, the peak value exceeding the preset threshold is identified, and the frequency, amplitude and other information corresponding to each abnormal periodic peak value are recorded to form abnormal reflection period data.

步骤S355:对异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行异常通信数据集合处理,得到异常反射数据集;Step S355: performing abnormal communication data set processing on the abnormal peak value decrease data, the abnormal reflection peak increment data and the abnormal reflection period data to obtain an abnormal reflection data set;

本发明实施例通过将得到形成异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行整合,形成一个包含所有异常反射信息的数据集。The embodiment of the present invention integrates the abnormal peak drop data, the abnormal reflection peak increment data and the abnormal reflection period data to form a data set containing all abnormal reflection information.

步骤S356:对异常反射数据集进行影响光信号通量分析,得到光信号通量影响数据;Step S356: analyzing the influence of the abnormal reflection data set on the optical signal flux to obtain optical signal flux influence data;

本发明实施例通过根据异常反射数据集中的峰值降幅数据,计算每个频谱区间内由于反射造成的信号功率损,将每个频谱区间的功率损耗进行累加,得到总的光信号通量变化量。The embodiment of the present invention calculates the signal power loss caused by reflection in each spectrum interval according to the peak drop data in the abnormal reflection data set, accumulates the power loss in each spectrum interval, and obtains the total optical signal flux change.

步骤S357:对光信号通量影响数据进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S357: Perform abnormal impact communication evaluation analysis on the optical signal flux impact data to obtain optical signal reflection abnormality communication impact data.

本发明实施例通过将光信号通量变化量与光通信系统的接收机灵敏度、误码率要求等参数进行关联分析,判断光信号通量变化误码率超标、信号中断次数,进行异常影响通信评估分析,得到光信号反射异常通信影响数据。The embodiment of the present invention correlates the optical signal flux change with the receiver sensitivity, bit error rate requirements and other parameters of the optical communication system, determines whether the optical signal flux change bit error rate exceeds the standard and the number of signal interruptions, performs an abnormal impact assessment and analysis on communication, and obtains the communication impact data of the optical signal reflection abnormality.

本发明通过对光信号光谱图和光信号反射曲线进行反射强度频谱分析,以确定反射信号的强度分布,有助于量化反射信号的频谱特性,通过生成反射强度频谱图,以直观地显示和分析反射信号的功率频率范围分布;对反射强度频谱图进行异常峰值降幅分析,以识别光谱中异常峰值或突降,有助于检测反射信号中潜在干涉或衰减,比较预期或标准频谱与观察到的峰值降幅,以确定异常反射的存在及其对光通信系统性能的潜在影响;对反射强度频谱图进行异常反射峰增量分析有助于识别反射信号中异常峰值增长,以通过比较连续谱线或基准水平来量化峰值增量,异常反射峰增量分析以揭示信道干涉源存在,影响光信号的完整性和质量;对反射强度频谱图进行异常反射周期分析,得到异常反射周期数据,有助于分析异常反射信号的周期性变化,有利于提供了异常反射信号周期性的详细数据,为异常特征识别和问题定位提供支持;基于异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行异常通信数据集合处理,得到异常反射数据集,能够综合分析异常信号的各项特征,有助于将不同特征综合考虑,为异常信号的综合评估和处理提供全面数据支持;对光信号通量影响数据进行异常影响通信评估分析,以确定异常反射对实际光通信的影响,利用了光信号通量影响数据,评估异常反射对信号完整性、比特错误率或传输效率的最终后果;对光信号通量影响数据进行异常影响通信评估分析,以量化异常反射对通信系统的影响程度,帮助识别通信中异常问题,有利于提供有关异常反射对通信系统的具体影响情况,为系统运行维护和性能改进提供重要参考。The present invention performs reflection intensity spectrum analysis on an optical signal spectrum diagram and an optical signal reflection curve to determine the intensity distribution of the reflection signal, which helps to quantify the spectrum characteristics of the reflection signal, and generates a reflection intensity spectrum diagram to intuitively display and analyze the power frequency range distribution of the reflection signal; performs abnormal peak drop analysis on the reflection intensity spectrum diagram to identify abnormal peaks or sudden drops in the spectrum, which helps to detect potential interference or attenuation in the reflection signal, and compares the expected or standard spectrum with the observed peak drop to determine the existence of abnormal reflection and its potential impact on the performance of the optical communication system; performs abnormal reflection peak increment analysis on the reflection intensity spectrum diagram to help identify abnormal peak growth in the reflection signal, and quantify the peak increment by comparing continuous spectrum lines or baseline levels, and the abnormal reflection peak increment analysis reveals the existence of channel interference sources, which affects the integrity and quality of the optical signal; performs abnormal reflection period analysis on the reflection intensity spectrum diagram to obtain abnormal reflection period data, which helps to analyze the period of the abnormal reflection signal. The periodic changes are conducive to providing detailed data on the periodicity of abnormal reflection signals, providing support for abnormal feature identification and problem location; based on the abnormal peak drop data, abnormal reflection peak increment data and abnormal reflection period data, the abnormal communication data set is processed to obtain the abnormal reflection data set, which can comprehensively analyze the various characteristics of the abnormal signal, help to comprehensively consider different characteristics, and provide comprehensive data support for the comprehensive evaluation and processing of abnormal signals; the optical signal flux impact data is evaluated and analyzed for the abnormal impact communication to determine the impact of abnormal reflection on actual optical communication, and the optical signal flux impact data is used to evaluate the ultimate consequences of abnormal reflection on signal integrity, bit error rate or transmission efficiency; the optical signal flux impact data is evaluated and analyzed for the abnormal impact communication to quantify the impact of abnormal reflection on the communication system, help identify abnormal problems in communication, and provide specific information about the impact of abnormal reflection on the communication system, providing an important reference for system operation maintenance and performance improvement.

优选地,步骤S4包括以下步骤:Preferably, step S4 comprises the following steps:

步骤S41:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;Step S41: performing image fitting processing on the communication frequency graph based on the spectrum abnormality communication impact data and the optical signal reflection abnormality communication impact data to obtain a spectrum reflection frequency graph;

本发明实施例通过将光谱异常通信影响数据和光信号反射异常通信影响数据分别映射到通信频率图对应的频率点上,形成两个新的数据层,选择加权平均法进行图像融合、将两个数据层融合到一起,生成一个新的图像,即光谱反射频率图。The embodiment of the present invention forms two new data layers by respectively mapping the spectral abnormality communication impact data and the optical signal reflection abnormality communication impact data to the frequency points corresponding to the communication frequency diagram, and selects the weighted average method for image fusion, and fuses the two data layers together to generate a new image, namely, the spectral reflection frequency diagram.

步骤S42:对光谱反射频率图进行特征分析以及指数化处理,得到光谱反射融合指数;Step S42: performing feature analysis and indexation processing on the spectral reflection frequency graph to obtain a spectral reflection fusion index;

本发明实施例通过对光谱反射频率图进行分析,提取能够反映异常程度的特征参数,包括峰值强度、峰值宽度、峰值面积、频率偏移数据,对提取的特征参数进行标准化处理,将多个标准化后的特征参数融合成一个综合指标,即光谱反射融合指数。The embodiment of the present invention analyzes the spectral reflection frequency diagram to extract characteristic parameters that can reflect the degree of abnormality, including peak intensity, peak width, peak area, and frequency offset data, and standardizes the extracted characteristic parameters to fuse multiple standardized characteristic parameters into a comprehensive indicator, namely, the spectral reflection fusion index.

步骤S43:对光谱反射频率图进行异常影响通信区间分析,得到光谱反射异常影响区间;Step S43: analyzing the abnormality-affected communication interval on the spectrum reflection frequency diagram to obtain the spectrum reflection abnormality-affected interval;

本发明实施例通过根据光谱反射频率图的特征和实际经验,设定一个阈值,用于区分正常和异常区域,将光谱反射频率图中超过阈值的区域识别出来,这些区域即为光谱反射异常影响区间,记录每个异常区间对应的频率范围、异常程度信息。The embodiment of the present invention sets a threshold value according to the characteristics of the spectral reflection frequency diagram and actual experience to distinguish between normal and abnormal areas, identifies the areas in the spectral reflection frequency diagram that exceed the threshold value, and these areas are the spectral reflection abnormality affected intervals, and records the frequency range and abnormality degree information corresponding to each abnormal interval.

步骤S44:基于光谱反射异常影响区间对光谱反射融合指数进行协变分析,得到光谱反射异常融合指数;Step S44: performing covariance analysis on the spectral reflectance fusion index based on the spectral reflectance anomaly influence interval to obtain the spectral reflectance anomaly fusion index;

本发明实施例通过根据光谱反射异常影响区间的频率范围和异常程度,对光谱反射融合指数进行加权处理,赋予异常区间权重,根据加权后的光谱反射融合指数,计算每个频率点对应的异常程度,得到光谱反射异常融合指数。The embodiment of the present invention performs weighted processing on the spectral reflection fusion index according to the frequency range and the degree of abnormality of the spectral reflection abnormality affected interval, assigns a weight to the abnormal interval, calculates the degree of abnormality corresponding to each frequency point according to the weighted spectral reflection fusion index, and obtains the spectral reflection abnormality fusion index.

步骤S45:基于光谱反射异常融合指数对全光路由节点数据进行异常节点识别处理,得到全光路由异常节点数据;Step S45: performing abnormal node identification processing on the all-optical routing node data based on the spectral reflection abnormal fusion index to obtain the all-optical routing abnormal node data;

本发明实施例通过将光谱反射异常融合指数关联到全光路由节点数据中,统计每个节点关联的异常频率点的数量和异常程度,评估每个节点的异常程度,将异常程度超过预设阈值的节点识别出来,作为全光路由异常节点。The embodiment of the present invention associates the spectral reflection anomaly fusion index with the all-optical routing node data, counts the number and degree of abnormal frequency points associated with each node, evaluates the degree of abnormality of each node, and identifies the nodes whose abnormality exceeds a preset threshold as all-optical routing abnormal nodes.

步骤S46:基于全光路由异常节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S46: performing abnormal communication strategy analysis on the all-optical routing based on the abnormal node data of the all-optical routing to obtain an abnormal channel switching processing strategy.

本发明实施例通过根据全光路由异常节点数据,分析异常节点对光路和业务流量造成影响,根据影响范围和网络资源情况,评估不同的信道切换策略,包括绕过异常节点、切换到备用光路,选择对信号通信影响最小作为异常信道切换处理策略。The embodiment of the present invention analyzes the impact of abnormal nodes on optical paths and business traffic based on the abnormal node data of all-optical routing, and evaluates different channel switching strategies according to the impact range and network resource conditions, including bypassing abnormal nodes and switching to backup optical paths, and selects the strategy with the least impact on signal communication as the abnormal channel switching processing strategy.

本发明通过对光谱异常通信影响数据以及光信号反射异常通信影响数据进行图像拟合处理,以整合异常通信影响信息,生成光谱反射频率图,有助于可视化和识别反射异常在频率域中的存在,光谱反射频率图提供光通信系统性能在频率域中下降的位置和程度直观表示;对光谱反射频率图进行特征分析以及指数化处理,以量化反射异常的影响并得到光谱反射融合指数,识别光谱反射图中的关键特征,指数化处理提供简洁的方法来表示反射异常的强度和性质,并为后续分析和建模提供了便利的数据格式;对光谱反射频率图进行异常影响通信区间分析,以确定反射异常对光通信的影响区间,有助于识别任何临界频率与反射异常频率范围,以评估系统性能在给定频率范围内的潜在限制,并相应地调整系统设计或选择合适的缓解策略;基于光谱反射异常影响区间对光谱反射融合指数进行协变分析,有助于通过协变分析,评估反射频率图中的异常情况,为异常信道的识别和处理提供更深入的分析,有利于从多个维度综合评估异常反射的影响,为异常信道的处理提供更全面的数据支持;通过基于光谱反射异常融合指数对全光路由节点数据进行异常节点识别处理,以确定光通信路由中受反射异常影响的关键节点,利用融合指数作为一种指标,识别那些表现出显著反射影响的节点,以采取有针对性的策略;基于全光路由异常节点数据对全光路由进行异常通信策略分析,制定和优化异常信道切换处理策略,以最大限度地减少它们的影响。The present invention performs image fitting processing on the data of spectral abnormal communication impact and the data of optical signal reflection abnormal communication impact to integrate the abnormal communication impact information and generate a spectral reflection frequency diagram, which is helpful to visualize and identify the existence of reflection anomalies in the frequency domain. The spectral reflection frequency diagram provides an intuitive representation of the location and degree of degradation of the performance of the optical communication system in the frequency domain; the spectral reflection frequency diagram is subjected to feature analysis and indexation processing to quantify the impact of reflection anomalies and obtain a spectral reflection fusion index, and identify key features in the spectral reflection diagram. The indexation processing provides a concise method to represent the intensity and nature of reflection anomalies, and provides a convenient data format for subsequent analysis and modeling; the spectral reflection frequency diagram is subjected to abnormal impact communication interval analysis to determine the impact interval of reflection anomalies on optical communications, which helps to identify any critical frequency and reflection anomaly frequency range, so as to evaluate the system performance within a given frequency range. The potential limitations within the range can be identified and the system design can be adjusted accordingly or appropriate mitigation strategies can be selected; covariance analysis of the spectral reflection fusion index based on the spectral reflection anomaly impact interval is helpful to evaluate the anomalies in the reflection frequency diagram through covariance analysis, provide a deeper analysis for the identification and processing of abnormal channels, and facilitate a comprehensive evaluation of the impact of abnormal reflections from multiple dimensions, providing more comprehensive data support for the processing of abnormal channels; abnormal node identification processing is performed on the all-optical routing node data based on the spectral reflection anomaly fusion index to determine the key nodes affected by reflection anomalies in the optical communication routing, and the fusion index is used as an indicator to identify those nodes that show significant reflection effects so as to adopt targeted strategies; abnormal communication strategy analysis is performed on the all-optical routing based on the all-optical routing abnormal node data, and abnormal channel switching processing strategies are formulated and optimized to minimize their impact.

因此,无论从哪一点来看,均应将实施例看作是示范性的,而且是非限制性的,本发明的范围由所附权利要求而不是上述说明限定,因此旨在将落在申请文件的等同要件的含义和范围内的所有变化涵括在本发明内。Therefore, the embodiments should be regarded as illustrative and non-restrictive from all points, and the scope of the present invention is limited by the appended claims rather than the above description, and it is therefore intended that all changes falling within the meaning and range of equivalent elements of the application documents are included in the present invention.

以上所述仅是本发明的具体实施方式,使本领域技术人员能够理解或实现本发明。对这些实施例的多种修改对本领域的技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在其它实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所发明的原理和新颖特点相一致的最宽的范围。The above description is only a specific embodiment of the present invention, so that those skilled in the art can understand or implement the present invention. Various modifications to these embodiments will be apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the present invention. Therefore, the present invention will not be limited to the embodiments shown herein, but should conform to the widest scope consistent with the principles and novel features invented herein.

Claims (10)

1.一种基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,包括以下步骤:1. An all-optical routing intelligent communication switching protection method based on MEMS technology, characterized in that it includes the following steps: 步骤S1:通过MEMS传感器对全光路由进行光信号数据获取处理,得到节点光信号数据;对节点光信号数据进行光脉冲特征以及光谱分析,得到光脉冲时间特征数据以及光信号光谱图;基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图;Step S1: performing optical signal data acquisition and processing on the all-optical routing through a MEMS sensor to obtain node optical signal data; performing optical pulse characteristics and spectrum analysis on the node optical signal data to obtain optical pulse time characteristic data and an optical signal spectrum diagram; performing communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram; 步骤S2:基于节点光信号数据对光信号光谱图进行峰值分析,得到波长光谱峰值数据;对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行异常影响通信评估分析,得到光谱异常通信影响数据;Step S2: Based on the node optical signal data, a peak analysis is performed on the optical signal spectrum to obtain wavelength spectrum peak data; a spectrum bandwidth coverage analysis is performed on the optical signal spectrum to obtain optical signal coverage frequency range data; based on the wavelength spectrum peak data and the optical signal coverage frequency range data, an abnormal impact communication evaluation analysis is performed on the optical signal spectrum to obtain spectrum abnormality communication impact data; 步骤S3:对光脉冲时间特征数据进行时域波形构建,得到光时域波形;基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据;Step S3: constructing a time domain waveform for the optical pulse time characteristic data to obtain an optical time domain waveform; constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve; and evaluating and analyzing the abnormal impact of the optical signal reflection curve on communication based on the optical signal spectrum to obtain optical signal reflection abnormality communication impact data; 步骤S4:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;对光谱反射频率图进行光谱反射异常融合指数分析,得到光谱反射异常融合指数;基于光谱反射异常融合指数以及全光路由节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S4: Based on the spectral abnormal communication impact data and the optical signal reflection abnormal communication impact data, the communication frequency map is subjected to image fitting processing to obtain a spectral reflection frequency map; the spectral reflection frequency map is subjected to spectral reflection anomaly fusion index analysis to obtain a spectral reflection anomaly fusion index; based on the spectral reflection anomaly fusion index and the all-optical routing node data, an abnormal communication strategy analysis is performed on the all-optical routing to obtain an abnormal channel switching processing strategy. 2.根据权利要求1所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S1包括以下步骤:2. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 1 is characterized in that step S1 comprises the following steps: 步骤S11:对全光路由进行通信节点标识处理,得到全光路由节点;Step S11: performing communication node identification processing on the all-optical routing to obtain an all-optical routing node; 步骤S12:通过MEMS传感器对全光路由节点进行光信号数据获取处理,得到节点光信号数据;Step S12: performing optical signal data acquisition processing on the all-optical routing node through the MEMS sensor to obtain the node optical signal data; 步骤S13:对节点光信号数据进行光脉冲时间特征分析,得到光脉冲时间特征数据;Step S13: performing optical pulse time characteristic analysis on the node optical signal data to obtain optical pulse time characteristic data; 步骤S14:对节点光信号数据进行光谱图分析,得到光信号光谱图;Step S14: performing spectrum analysis on the node optical signal data to obtain an optical signal spectrum graph; 步骤S15:基于光脉冲时间特征数据以及光信号光谱图对节点光信号数据进行通信频率分析,得到通信频率图。Step S15: Perform communication frequency analysis on the node optical signal data based on the optical pulse time characteristic data and the optical signal spectrum diagram to obtain a communication frequency diagram. 3.根据权利要求2所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S15包括以下步骤:3. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 2, characterized in that step S15 comprises the following steps: 步骤S151:对光脉冲时间特征数据进行光相位分析,得到光脉冲相位谱;Step S151: performing optical phase analysis on the optical pulse time characteristic data to obtain an optical pulse phase spectrum; 步骤S152:对光脉冲相位谱进行光脉冲重复频率分析,得到光脉冲重复频率;Step S152: performing optical pulse repetition frequency analysis on the optical pulse phase spectrum to obtain the optical pulse repetition frequency; 步骤S153:对光信号光谱图进行频率分析,得到光信号光谱频率;Step S153: performing frequency analysis on the optical signal spectrum to obtain the optical signal spectrum frequency; 步骤S154:基于光脉冲重复频率以及光信号光谱频率对节点光信号数据进行通信频率分析,得到光信号通信频率数据;Step S154: performing communication frequency analysis on the node optical signal data based on the optical pulse repetition frequency and the optical signal spectrum frequency to obtain optical signal communication frequency data; 步骤S155:对光信号通信频率数据进行频率构图处理,得到光信号通信频率图。Step S155: Perform frequency mapping processing on the optical signal communication frequency data to obtain an optical signal communication frequency map. 4.根据权利要求1所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S2包括以下步骤:4. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 1, characterized in that step S2 comprises the following steps: 步骤S21:对节点光信号数据进行波长特征划分,得到光信号波长特征数据;Step S21: dividing the node optical signal data by wavelength characteristics to obtain optical signal wavelength characteristic data; 步骤S22:基于光信号波长特征数据对光信号光谱图进行分析,得到波长特征光谱图;Step S22: Analyze the optical signal spectrum based on the optical signal wavelength characteristic data to obtain a wavelength characteristic spectrum; 步骤S23:对波长特征光谱图进行峰值分析,得到波长光谱峰值数据;Step S23: performing peak analysis on the wavelength characteristic spectrum to obtain wavelength spectrum peak data; 步骤S24:对光信号光谱图进行光谱带宽覆盖分析,得到光信号覆盖频率范围数据;Step S24: performing spectrum bandwidth coverage analysis on the optical signal spectrum diagram to obtain frequency range data covered by the optical signal; 步骤S25:基于波长光谱峰值数据以及光信号覆盖频率范围数据对光信号光谱图进行光谱图异常分析,得到光信号异常光谱数据;Step S25: performing a spectrum abnormality analysis on the optical signal spectrum based on the wavelength spectrum peak data and the optical signal coverage frequency range data to obtain optical signal abnormal spectrum data; 步骤S26:对光信号异常光谱数据进行异常影响通信评估分析,得到光谱异常通信影响数据。Step S26: performing abnormal impact analysis on the optical signal abnormal spectrum data to obtain abnormal spectrum communication impact data. 5.根据权利要求3所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S25包括以下步骤:5. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 3, characterized in that step S25 comprises the following steps: 步骤S251:基于波长光谱峰值数据对光信号光谱图进行主要波长识别处理,得到光谱主要波长数据;Step S251: performing main wavelength identification processing on the optical signal spectrum diagram based on the wavelength spectrum peak data to obtain main wavelength data of the spectrum; 步骤S252:基于光谱主要波长数据对光信号光谱图进行异常侧峰分析,得到异常侧峰数据;Step S252: performing abnormal side peak analysis on the optical signal spectrum based on the main wavelength data of the spectrum to obtain abnormal side peak data; 步骤S253:对光信号光谱图进行异常噪音光谱带宽分析,得到噪音覆盖频率范围数据;Step S253: performing abnormal noise spectrum bandwidth analysis on the optical signal spectrum to obtain noise coverage frequency range data; 步骤S254:基于光信号覆盖频率范围数据对噪音覆盖频率范围数据进行基准比对处理,得到噪音异常光谱数据;Step S254: performing a benchmark comparison process on the noise coverage frequency range data based on the optical signal coverage frequency range data to obtain noise abnormal spectrum data; 步骤S255:对异常侧峰数据以及噪音异常光谱数据进行拟合,得到光信号异常光谱数据。Step S255: fitting the abnormal side peak data and the noise abnormal spectrum data to obtain the optical signal abnormal spectrum data. 6.根据权利要求4所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S26包括以下步骤:6. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 4, characterized in that step S26 comprises the following steps: 步骤S261:对光信号异常光谱数据进行异常侧峰分析,得到异常光谱侧峰数据;Step S261: performing abnormal side peak analysis on the abnormal spectrum data of the optical signal to obtain abnormal spectrum side peak data; 步骤S262:对异常光谱侧峰数据进行异常通信色散分析,得到异常通信光谱色散数据;Step S262: performing abnormal communication dispersion analysis on the abnormal spectrum side peak data to obtain abnormal communication spectrum dispersion data; 步骤S263:对异常通信光谱色散数据进行通信信噪影响分析,得到异常色散信噪比;Step S263: performing communication signal-to-noise impact analysis on the abnormal communication spectrum dispersion data to obtain an abnormal dispersion signal-to-noise ratio; 步骤S264:对光信号异常光谱数据进行噪音通信信噪影响分析,得到噪音信噪比数据;Step S264: performing noise communication signal-to-noise impact analysis on the optical signal abnormal spectrum data to obtain noise signal-to-noise ratio data; 步骤S265:基于异常色散信噪比以及噪音信噪比数据进行误码率分析,得到通信误码率数据;Step S265: performing bit error rate analysis based on abnormal dispersion signal-to-noise ratio and noise signal-to-noise ratio data to obtain communication bit error rate data; 步骤S266:对通信误码率数据进行通信影响评估处理,得到光谱异常通信影响数据。Step S266: performing communication impact assessment processing on the communication bit error rate data to obtain spectrum abnormality communication impact data. 7.根据权利要求1所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S3包括以下步骤:7. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 1, characterized in that step S3 comprises the following steps: 步骤S31:对光脉冲时间特征数据进行全宽量度分析,得到光脉宽数据;Step S31: performing full width measurement analysis on the optical pulse time characteristic data to obtain optical pulse width data; 步骤S32:对光脉冲时间特征数据进行脉冲重复频率分析,得到脉冲重复频率;Step S32: performing pulse repetition frequency analysis on the light pulse time characteristic data to obtain the pulse repetition frequency; 步骤S33:对光脉宽数据以及脉冲重复频率进行时域波形构建,得到光时域波形;Step S33: constructing a time domain waveform for the optical pulse width data and the pulse repetition frequency to obtain an optical time domain waveform; 步骤S34:基于光时域波形对节点光信号数据进行反射曲线构建处理,得到光信号反射曲线;Step S34: constructing a reflection curve for the node optical signal data based on the optical time domain waveform to obtain an optical signal reflection curve; 步骤S35:基于光信号光谱图对光信号反射曲线进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S35: Based on the optical signal spectrum diagram, an optical signal reflection curve is evaluated and analyzed for the impact of abnormality on communication, and communication impact data of abnormal optical signal reflection is obtained. 8.根据权利要求5所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S34包括以下步骤:8. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 5, characterized in that step S34 comprises the following steps: 步骤S341:对节点光信号数据进行光纤节点分析,得到光纤节点数据;Step S341: Perform fiber node analysis on the node optical signal data to obtain fiber node data; 步骤S342:对光纤节点数据进行节点光信号频率分析,得到节点光信号频率;Step S342: Perform node optical signal frequency analysis on the optical fiber node data to obtain the node optical signal frequency; 步骤S343:基于光时域波形对光纤节点数据进行反射信号捕获处理,得到反射信号数据;Step S343: performing reflection signal capture processing on the optical fiber node data based on the optical time domain waveform to obtain reflection signal data; 步骤S344:对反射信号数据进行反射信号强度分析,得到反射信号强度;Step S344: performing reflection signal strength analysis on the reflection signal data to obtain reflection signal strength; 步骤S345:基于节点光信号频率以及反射信号强度对节点光信号数据进行曲线构建处理,得到光信号反射曲线。Step S345: Perform curve construction processing on the node optical signal data based on the node optical signal frequency and the reflected signal strength to obtain an optical signal reflection curve. 9.根据权利要求7所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S35包括以下步骤:9. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 7, characterized in that step S35 comprises the following steps: 步骤S351:基于光信号光谱图对光信号反射曲线进行反射强度频谱分析,得到反射强度频谱图;Step S351: performing reflection intensity spectrum analysis on the light signal reflection curve based on the light signal spectrum diagram to obtain a reflection intensity spectrum diagram; 步骤S352:对反射强度频谱图进行异常峰值降幅分析,得到异常峰值降幅数据;Step S352: performing abnormal peak drop analysis on the reflection intensity spectrum to obtain abnormal peak drop data; 步骤S353:对反射强度频谱图进行异常反射峰增量分析,得到异常反射峰增量数据;Step S353: performing abnormal reflection peak increment analysis on the reflection intensity spectrum to obtain abnormal reflection peak increment data; 步骤S354:对反射强度频谱图进行异常反射周期分析,得到异常反射周期数据;Step S354: performing abnormal reflection period analysis on the reflection intensity spectrum to obtain abnormal reflection period data; 步骤S355:对异常峰值降幅数据、异常反射峰增量数据以及异常反射周期数据进行异常通信数据集合处理,得到异常反射数据集;Step S355: performing abnormal communication data set processing on the abnormal peak value decrease data, the abnormal reflection peak increment data and the abnormal reflection period data to obtain an abnormal reflection data set; 步骤S356:对异常反射数据集进行影响光信号通量分析,得到光信号通量影响数据;Step S356: analyzing the influence of the abnormal reflection data set on the optical signal flux to obtain optical signal flux influence data; 步骤S357:对光信号通量影响数据进行异常影响通信评估分析,得到光信号反射异常通信影响数据。Step S357: Perform abnormal impact communication evaluation analysis on the optical signal flux impact data to obtain optical signal reflection abnormality communication impact data. 10.根据权利要求1所述的基于MEMS技术的全光路由智能通信切换保护方法,其特征在于,步骤S4包括以下步骤:10. The all-optical routing intelligent communication switching protection method based on MEMS technology according to claim 1, characterized in that step S4 comprises the following steps: 步骤S41:基于光谱异常通信影响数据以及光信号反射异常通信影响数据对通信频率图进行图像拟合处理,得到光谱反射频率图;Step S41: performing image fitting processing on the communication frequency graph based on the spectrum abnormality communication impact data and the optical signal reflection abnormality communication impact data to obtain a spectrum reflection frequency graph; 步骤S42:对光谱反射频率图进行特征分析以及指数化处理,得到光谱反射融合指数;Step S42: performing feature analysis and indexation processing on the spectral reflection frequency graph to obtain a spectral reflection fusion index; 步骤S43:对光谱反射频率图进行异常影响通信区间分析,得到光谱反射异常影响区间;Step S43: analyzing the abnormality-affected communication interval on the spectrum reflection frequency diagram to obtain the spectrum reflection abnormality-affected interval; 步骤S44:基于光谱反射异常影响区间对光谱反射融合指数进行协变分析,得到光谱反射异常融合指数;Step S44: performing covariance analysis on the spectral reflectance fusion index based on the spectral reflectance anomaly influence interval to obtain the spectral reflectance anomaly fusion index; 步骤S45:基于光谱反射异常融合指数对全光路由节点数据进行异常节点识别处理,得到全光路由异常节点数据;Step S45: performing abnormal node identification processing on the all-optical routing node data based on the spectral reflection abnormal fusion index to obtain the all-optical routing abnormal node data; 步骤S46:基于全光路由异常节点数据对全光路由进行异常通信策略分析,得到异常信道切换处理策略。Step S46: performing abnormal communication strategy analysis on the all-optical routing based on the abnormal node data of the all-optical routing to obtain an abnormal channel switching processing strategy.
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Citations (2)

* Cited by examiner, † Cited by third party
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US5581642A (en) * 1994-09-09 1996-12-03 Deacon Research Optical frequency channel selection filter with electronically-controlled grating structures
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5581642A (en) * 1994-09-09 1996-12-03 Deacon Research Optical frequency channel selection filter with electronically-controlled grating structures
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