CN104502924A - GPS (global position system) signal processing method and device - Google Patents
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- G—PHYSICS
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- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
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Abstract
本发明公开了一种GPS信号处理方法和装置,其中,该方法包括:接收GPS信号,所述GPS信号包括多个多径信号;获取所述多个多径信号中包含时延二维自由度的时域信息及包含传播方向的空域信息;根据所述时延二维自由度和所述传播方向,采用超分辨技术计算所述多个多径信号的第一信号参数;对所述多径信号进行滤波,根据所述第一信号参数,将滤波后的多个多径信号进行分离。本发明的GPS信号处理方法,通过开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。多径信号可以用来增强信噪比,因此,通过开展有效的多径信号组合和相干叠加方法研究,实现了多径条件下的导航信号分离与增强。
The invention discloses a GPS signal processing method and device, wherein the method includes: receiving a GPS signal, the GPS signal including a plurality of multipath signals; The time domain information and the spatial domain information including the propagation direction; according to the time delay two-dimensional degree of freedom and the propagation direction, using super-resolution technology to calculate the first signal parameters of the multiple multipath signals; for the multipath The signal is filtered, and the multiple filtered multipath signals are separated according to the first signal parameter. The GPS signal processing method of the present invention, by developing an effective multipath signal separation technology, researches the use of multichannel space information to realize the distinction and extraction of multipath signals. Multipath signals can be used to enhance the signal-to-noise ratio. Therefore, through the research of effective multipath signal combination and coherent superposition methods, the separation and enhancement of navigation signals under multipath conditions are realized.
Description
技术领域technical field
本发明涉及GPS通信技术领域,具体地,涉及一种GPS信号处理方法和装置。The present invention relates to the technical field of GPS communication, in particular to a GPS signal processing method and device.
背景技术Background technique
传统全球卫星定位系统接收机采用单天线设计,其天线方向图具有上半球形覆盖特性,但又由于经地面多次反射的多路径信号和其它地面干扰信号一般仰角低,为了消除这些无用的干扰信号要求极低仰角增益很低。The traditional global satellite positioning system receiver adopts a single-antenna design, and its antenna pattern has an upper hemispherical coverage characteristic, but because the multi-path signals reflected by the ground and other ground interference signals generally have a low elevation angle, in order to eliminate these useless interference The signal requires very low elevation and the gain is very low.
通常情况下,全球卫星定位系统信号和干扰的来波方向不同,利用自适应天线阵列形成空间波束从而增强信号而抑制干扰。自适应天线阵列技术通过自适应调整阵列加权系数,自适应天线阵列利用空域特征区分信号和干扰,能够在信号方位形成波束,而在干扰处形成零陷。Usually, the GPS signal and the interference come in different directions, and the adaptive antenna array is used to form a spatial beam to enhance the signal and suppress the interference. Adaptive antenna array technology adjusts the array weighting coefficients adaptively. The adaptive antenna array uses the spatial characteristics to distinguish signals and interferences. It can form beams in the signal direction and form nulls in the interference.
在自适应天线阵列全球卫星定位导航抗干扰的工程应用方面,英国雷声系统公司生产了GAS-1型航空用模拟型GPS接收机零陷抗干扰接收天线。2002年雷声系统公司提出了“精确制导系统”方案并获得了美国海军空海战争系统中心的支持,PGS的第一步就是把GAS-1改进成为数字化接收机,形成全数字化系统。而Navsys公司研制的新一代高增益导航接收机,将来自高达16个天线的阵列信号结合在一起,具有很强的空域抗干扰能力。美空军实验室开发的自适应调零反干扰型全球定位和惯导制导系统。In terms of the engineering application of adaptive antenna array global satellite positioning and navigation anti-jamming, British Raytheon Systems Company produced the GAS-1 type aviation analog GPS receiver zero trap anti-jamming receiving antenna. In 2002, Raytheon Systems proposed the "Precision Guidance System" program and obtained the support of the U.S. Navy Air Sea Warfare System Center. The first step of PGS is to improve GAS-1 into a digital receiver and form a fully digital system. The new generation of high-gain navigation receiver developed by Navsys combines the array signals from up to 16 antennas, and has strong airspace anti-jamming capability. An adaptive zeroing anti-jamming global positioning and inertial navigation guidance system developed by the U.S. Air Force Laboratory.
发明内容Contents of the invention
为了解决现有技术中存在的全球卫星定位系统通信信号功率导致的通信效率差的问题,本发明提出了一种GPS信号处理方法和装置。In order to solve the problem of poor communication efficiency caused by global satellite positioning system communication signal power existing in the prior art, the present invention proposes a GPS signal processing method and device.
该方法包括:The method includes:
接收GPS信号,所述GPS信号包括多个多径信号;receiving a GPS signal, the GPS signal comprising a plurality of multipath signals;
获取所述多个多径信号中包含时延二维自由度的时域信息及包含传播方向的空域信息;Acquiring time domain information including time delay two-dimensional degrees of freedom and space domain information including propagation direction in the multiple multipath signals;
根据所述时延二维自由度和所述传播方向,采用超分辨技术计算所述多个多径信号的第一信号参数;calculating first signal parameters of the plurality of multipath signals by using a super-resolution technique according to the time-delay two-dimensional degrees of freedom and the propagation direction;
对所述多径信号进行滤波,根据所述第一信号参数,将滤波后的多个多径信号进行分离。Filter the multipath signals, and separate the filtered multipath signals according to the first signal parameters.
本发明的GPS信号处理方法,通过开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。多径信号可以用来增强信噪比,因此,通过开展有效的多径信号组合和相干叠加方法研究,实现了多径条件下的导航信号分离与增强。通过低信噪比条件下的多径信号分离与增强方法研究,实现了复杂电磁环境下的导航信号稳健接收,提高全球卫星定位系统性能。The GPS signal processing method of the present invention studies the use of multi-channel spatial information to realize the distinction and extraction of multi-path signals by developing an effective multi-path signal separation technology. Multipath signals can be used to enhance the signal-to-noise ratio. Therefore, through the research of effective multipath signal combination and coherent superposition methods, the separation and enhancement of navigation signals under multipath conditions are realized. Through the research on multipath signal separation and enhancement method under the condition of low signal-to-noise ratio, the robust reception of navigation signal in complex electromagnetic environment is realized, and the performance of global satellite positioning system is improved.
该装置,包括:The device, including:
信号接收模块,用于接收GPS信号,所述GPS信号包括多个多径信号;A signal receiving module, configured to receive a GPS signal, the GPS signal including a plurality of multipath signals;
信息获取模块,用于获取所述多个多径信号中包含时延二维自由度的时域信息及包含传播方向的空域信息;An information acquisition module, configured to acquire time-domain information including time-delay two-dimensional degrees of freedom and space-domain information including propagation directions in the plurality of multipath signals;
第一计算模块,用于根据所述时延二维自由度和所述传播方向,采用超分辨技术计算所述多个多径信号的第一信号参数;The first calculation module is used to calculate the first signal parameters of the plurality of multipath signals by using super-resolution technology according to the time delay two-dimensional degree of freedom and the propagation direction;
信号分离模块,用于对所述多径信号进行滤波,根据所述第一信号参数,将滤波后的多个多径信号进行分离。The signal separation module is configured to filter the multipath signals, and separate the filtered multipath signals according to the first signal parameters.
本发明的GPS信号处理装置,通过开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。多径信号可以用来增强信噪比,因此,通过开展有效的多径信号组合和相干叠加方法研究,实现了多径条件下的导航信号分离与增强。通过低信噪比条件下的多径信号分离与增强方法研究,实现了复杂电磁环境下的导航信号稳健接收,提高全球卫星定位系统性能。The GPS signal processing device of the present invention researches the use of multi-channel spatial information to realize the distinction and extraction of multi-path signals by developing an effective multi-path signal separation technology. Multipath signals can be used to enhance the signal-to-noise ratio. Therefore, through the research of effective multipath signal combination and coherent superposition methods, the separation and enhancement of navigation signals under multipath conditions are realized. Through the research on multipath signal separation and enhancement method under the condition of low signal-to-noise ratio, the robust reception of navigation signal in complex electromagnetic environment is realized, and the performance of global satellite positioning system is improved.
本发明的其它特征和优点将在随后的说明书中阐述,并且,部分地从说明书中变得显而易见,或者通过实施本发明而了解。本发明的目的和其他优点可通过在所写的说明书、权利要求书、以及附图中所特别指出的结构来实现和获得。Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
下面通过附图和实施例,对本发明的技术方案做进一步的详细描述。The technical solutions of the present invention will be described in further detail below with reference to the accompanying drawings and embodiments.
附图说明Description of drawings
附图用来提供对本发明的进一步理解,并且构成说明书的一部分,与本发明的实施例一起用于解释本发明,并不构成对本发明的限制。在附图中:The accompanying drawings are used to provide a further understanding of the present invention, and constitute a part of the description, and are used together with the embodiments of the present invention to explain the present invention, and do not constitute a limitation to the present invention. In the attached picture:
图1为本发明实施例的方法流程图;Fig. 1 is the method flowchart of the embodiment of the present invention;
图2为本发明实施例的装置结构示意图。Fig. 2 is a schematic diagram of the device structure of the embodiment of the present invention.
具体实施方式Detailed ways
下面结合附图,对本发明的具体实施方式进行详细描述,但应当理解本发明的保护范围并不受具体实施方式的限制。The specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings, but it should be understood that the protection scope of the present invention is not limited by the specific embodiments.
为了解决现有技术中存在的全球卫星定位系统通信信号功率导致的通信效率差的问题,本发明提出了一种GPS信号处理方法和装置。In order to solve the problem of poor communication efficiency caused by global satellite positioning system communication signal power existing in the prior art, the present invention proposes a GPS signal processing method and device.
如图1所示,该方法包括:As shown in Figure 1, the method includes:
步骤S101:接收GPS信号,所述GPS信号包括多个多径信号;Step S101: receiving a GPS signal, the GPS signal including a plurality of multipath signals;
步骤S102:获取所述多个多径信号中包含时延二维自由度的时域信息及包含传播方向的空域信息;Step S102: Obtain time domain information including time delay two-dimensional degrees of freedom and space domain information including propagation direction in the multiple multipath signals;
步骤S103:根据所述时延二维自由度和所述传播方向,采用超分辨技术计算所述多个多径信号的第一信号参数;Step S103: According to the time delay two-dimensional degree of freedom and the propagation direction, using super-resolution technology to calculate the first signal parameters of the plurality of multipath signals;
步骤S104:对所述多径信号进行滤波,根据所述第一信号参数,将滤波后的多个多径信号进行分离。Step S104: Filter the multipath signals, and separate the filtered multipath signals according to the first signal parameters.
步骤S105:对所述多个多径信号进行配准和时延补偿;Step S105: performing registration and delay compensation on the multiple multipath signals;
步骤S106:将配准和时延补偿之后的多个多径信号进行相关叠加。Step S106: Perform correlation and superposition of multiple multipath signals after registration and delay compensation.
步骤S107:将所述多径信号变换到频域进行积累,采用稀疏重构技术计算所述多径信号的第二信号参数;Step S107: Transform the multipath signal into the frequency domain for accumulation, and calculate the second signal parameter of the multipath signal by using sparse reconstruction technology;
步骤S108:根据所述第二信号参数构造参考信号,在跟踪环路中使用所述参考信号与接收到的GPS信号进行相关。Step S108: Construct a reference signal according to the second signal parameters, and use the reference signal to correlate with the received GPS signal in a tracking loop.
步骤S109:获取所述GPS信号的时延参数和方向参数;Step S109: Obtain the delay parameter and direction parameter of the GPS signal;
步骤S110:根据所述时延参数和所述方向参数,利用迭代回波束生成输出信号功率。Step S110: According to the delay parameter and the direction parameter, output signal power is generated by iterative return beam.
本发明的GPS信号处理方法,通过开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。多径信号可以用来增强信噪比,因此,通过开展有效的多径信号组合和相干叠加方法研究,实现了多径条件下的导航信号分离与增强。通过低信噪比条件下的多径信号分离与增强方法研究,实现了复杂电磁环境下的导航信号稳健接收,提高全球卫星定位系统性能。The GPS signal processing method of the present invention studies the use of multi-channel spatial information to realize the distinction and extraction of multi-path signals by developing an effective multi-path signal separation technology. Multipath signals can be used to enhance the signal-to-noise ratio. Therefore, through the research of effective multipath signal combination and coherent superposition methods, the separation and enhancement of navigation signals under multipath conditions are realized. Through the research on multipath signal separation and enhancement method under the condition of low signal-to-noise ratio, the robust reception of navigation signal in complex electromagnetic environment is realized, and the performance of global satellite positioning system is improved.
如图2所示,本发明的GPS信号处理装置包括:As shown in Figure 2, the GPS signal processing device of the present invention comprises:
信号接收模块10,用于接收GPS信号,所述GPS信号包括多个多径信号;Signal receiving module 10, is used for receiving GPS signal, and described GPS signal comprises a plurality of multipath signals;
信息获取模块20,用于获取所述多个多径信号中包含时延二维自由度的时域信息及包含传播方向的空域信息;An information acquisition module 20, configured to acquire time domain information including time delay two-dimensional degrees of freedom and space domain information including propagation direction in the plurality of multipath signals;
第一计算模块30,用于根据所述时延二维自由度和所述传播方向,采用超分辨技术计算所述多个多径信号的第一信号参数;The first calculation module 30 is configured to calculate the first signal parameters of the plurality of multipath signals by using super-resolution technology according to the two-dimensional time delay degree of freedom and the propagation direction;
信号分离模块40,用于对所述多径信号进行滤波,根据所述第一信号参数,将滤波后的多个多径信号进行分离。The signal separation module 40 is configured to filter the multipath signals, and separate the filtered multipath signals according to the first signal parameters.
配准补偿模块50,用于对所述多个多径信号进行配准和时延补偿;A registration compensation module 50, configured to perform registration and delay compensation on the multiple multipath signals;
相关叠加模块60,用于将配准和时延补偿之后的多个多径信号进行相关叠加。The correlation superposition module 60 is configured to correlate and superpose the multiple multipath signals after registration and delay compensation.
第二计算模块70,用于将所述多径信号变换到频域进行积累,采用稀疏重构技术计算所述多径信号的第二信号参数;The second calculation module 70 is configured to transform the multipath signal into the frequency domain for accumulation, and calculate the second signal parameter of the multipath signal by using a sparse reconstruction technique;
信号构造模块80,用于根据所述第二信号参数构造参考信号,在跟踪环路中使用所述参考信号与接收到的GPS信号进行相关。The signal construction module 80 is configured to construct a reference signal according to the second signal parameters, and use the reference signal to correlate with the received GPS signal in a tracking loop.
参数获取模块90,用于获取所述GPS信号的时延参数和方向参数;A parameter acquisition module 90, configured to acquire a delay parameter and a direction parameter of the GPS signal;
功率计算模块100,用于根据所述时延参数和所述方向参数,利用迭代回波束计算输出信号功率。The power calculation module 100 is configured to calculate output signal power by using iterative return beams according to the time delay parameter and the direction parameter.
本发明的GPS信号处理装置,通过开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。多径信号可以用来增强信噪比,因此,通过开展有效的多径信号组合和相干叠加方法研究,实现了多径条件下的导航信号分离与增强。通过低信噪比条件下的多径信号分离与增强方法研究,实现了复杂电磁环境下的导航信号稳健接收,提高全球卫星定位系统性能。The GPS signal processing device of the present invention researches the use of multi-channel spatial information to realize the distinction and extraction of multi-path signals by developing an effective multi-path signal separation technology. Multipath signals can be used to enhance the signal-to-noise ratio. Therefore, through the research of effective multipath signal combination and coherent superposition methods, the separation and enhancement of navigation signals under multipath conditions are realized. Through the research on multipath signal separation and enhancement method under the condition of low signal-to-noise ratio, the robust reception of navigation signal in complex electromagnetic environment is realized, and the performance of global satellite positioning system is improved.
以下对本发明的技术方案作详细说明:The technical scheme of the present invention is described in detail below:
全球卫星定位系统抗干扰中常用的自适应算法包括:功率倒置法、最优波束形成和基于全球卫星定位系统抗干扰信号特征的波束形成方法。功率倒置方法不需要信号的先验信息,能够在强干扰方向形成深零陷,但是该算法仅限于对强干扰进行抑制,对弱干扰的抑制性能不佳,而且对信号没有任何约束。The commonly used adaptive algorithms in GPS anti-jamming include: power inversion method, optimal beamforming and beamforming method based on the characteristics of GPS anti-jamming signal. The power inversion method does not require prior information of the signal, and can form deep nulls in the direction of strong interference, but the algorithm is limited to suppressing strong interference, and the suppression performance of weak interference is not good, and there is no constraint on the signal.
最优波束形成通过使用不同的加权准则能够得到不同的滤波特性。基于最大信干噪比准则的最优波束形成器,通过对信号方向形成较高增益的同时还可将零陷指向大功率干扰;最小均方误差准则需要已知信号波形信息作为参考信号,其目标是使阵列输出与参考信号的误差均方值最小;线性约束最小方差准则的优化目标是预设线性约束条件下使天线阵输出功率最小,其方向图与具体的约束条件有关。在全球卫星定位系统接收机实际应用中,信号的先验信息不能精确获得,将造成最优波束形成性能下降。提出了基于恒模阵列的GPS干扰抑制方法,但是其权矢量难以收敛至全局最优解,系统结构比较复杂。Optimal beamforming can obtain different filtering characteristics by using different weighting criteria. The optimal beamformer based on the maximum signal-to-interference-noise ratio criterion can also direct the null to high-power interference by forming a higher gain for the signal direction; the minimum mean square error criterion requires known signal waveform information as a reference signal, and its The goal is to minimize the mean square value of the error between the array output and the reference signal; the optimization goal of the linear constraint minimum variance criterion is to minimize the output power of the antenna array under the preset linear constraints, and its pattern is related to the specific constraints. In the practical application of GPS receivers, the prior information of the signal cannot be obtained accurately, which will result in the degradation of the optimal beamforming performance. A GPS interference suppression method based on constant modulus array is proposed, but its weight vector is difficult to converge to the global optimal solution, and the system structure is relatively complex.
空时二维联合自适应处理结构通过联合空间自由度和时间自由度可以实现二维自适应信号处理,能够克服主瓣干扰信号对导航信号接收的影响,其信号处理方法最初被应用于机载雷达地面运动目标检测。在全球卫星定位系统中,在阵列各个阵元后增加FIR滤波器,采用空时自适应处理结构,引入时域滤波能力并形成空域时域二维滤波结构,能够更好的处理宽带等复杂形式的干扰。The space-time two-dimensional joint adaptive processing structure can realize two-dimensional adaptive signal processing through the joint space degree of freedom and time degree of freedom, and can overcome the influence of the main lobe interference signal on the reception of navigation signals. Its signal processing method was initially applied to airborne Radar ground moving target detection. In the global satellite positioning system, an FIR filter is added behind each array element of the array, a space-time adaptive processing structure is adopted, a time-domain filtering capability is introduced, and a space-time-domain two-dimensional filtering structure is formed, which can better handle complex forms such as broadband interference.
将STAP用于GPS宽带干扰抑制,得到了良好的干扰抑制效果。空时自适应二维处理需要对高维矩阵求逆,计算复杂度很高。使用多级维纳滤波以降低空时二维处理的计算复杂度,成为空时降维处理的研究热点。多级维纳滤波通过变换矩阵将矢量权的求解分解为若干个标量权的求解,此方法无需高维协方差矩阵参与运算,通过直接处理数据,使用滤波器得到标量权,因而能够明显降低运算复杂度,为空时自适应处理的工程化应用提供了可能。The STAP is used for GPS broadband interference suppression, and a good interference suppression effect is obtained. Space-time adaptive 2D processing requires the inversion of high-dimensional matrices, resulting in high computational complexity. Using multi-stage Wiener filtering to reduce the computational complexity of space-time two-dimensional processing has become a research hotspot in space-time dimensionality reduction processing. Multi-level Wiener filtering decomposes the solution of vector weights into several solutions of scalar weights through the transformation matrix. This method does not require high-dimensional covariance matrix to participate in the operation. By directly processing data and using filters to obtain scalar weights, it can significantly reduce the computational complexity. , which provides the possibility for the engineering application of space-time adaptive processing.
空时自适应处理对信号波形的影响的主要因素包括:天线、射频通道和自适应算法。空时自适应处理对信号的影响主要表现为码延迟误差和载波相位误差,其误差可采用离线方式预先估计STAP引入的误差并进行实时补偿。信号后处理方法校正STAP产生的影响,使用滤波器组校正,通过估计空时滤波器的逆滤波器以校正波形失真,利用同态滤波器对输出信号进行均衡以校正失真。The main factors affecting the signal waveform of space-time adaptive processing include: antenna, radio frequency channel and adaptive algorithm. The impact of space-time adaptive processing on the signal is mainly manifested as code delay error and carrier phase error. The error can be pre-estimated by offline method and compensated in real time. The signal post-processing method corrects the influence of STAP, uses filter bank correction, corrects the waveform distortion by estimating the inverse filter of the space-time filter, and uses the homomorphic filter to equalize the output signal to correct the distortion.
1、多径干扰抑制方面1. Multipath interference suppression
全球卫星定位系统接收机在无干扰的情况下,误差源包括:卫星时钟偏差,历数误差,电离层延迟和信号多径。随着全球卫星定位系统的不断发展,除信号多径以外全球卫星定位系统误差源的影响在逐步减轻,而信号多径日益成为了首要的误差源。In the absence of interference of the GPS receiver, the error sources include: satellite clock bias, elapsed time error, ionospheric delay and signal multipath. With the continuous development of the global satellite positioning system, the influence of the global satellite positioning system error sources other than the signal multipath is gradually reduced, and the signal multipath has increasingly become the primary error source.
多径效应是指信号通过两个或两个以上路径到达接收机天线的现象。全球卫星定位系统信号在传播时会受到传播路径上障碍物的影响而产生多径。对卫星信号来说,由于多径信号的传播路径大于直达信号,所以多径信号晚于直达信号到达接收机,是直达信号的延迟信号,其功率比直达信号要弱。Multipath effect refers to the phenomenon that a signal reaches the receiver antenna through two or more paths. Global satellite positioning system signals will be affected by obstacles on the propagation path during propagation, resulting in multipath. For satellite signals, since the propagation path of the multipath signal is larger than that of the direct signal, the multipath signal arrives at the receiver later than the direct signal. It is a delayed signal of the direct signal, and its power is weaker than that of the direct signal.
传统的接收机使用码锁定环和相位锁定环分别对GNSS信号的码相位和载波相位进行跟踪。通过调整码发生器的时间延迟,DLL使超前和滞后两路相关值相等,实现即时信号与接收信号的码相位同步。多径信号使GNSS信号的相关值产生畸变,当超前和滞后两路相关值相等时,即时支路与接收的直达信号的码相位并不相等,导致DLL环路产生码跟踪误差。而且在多径信号存在的情况下,全球卫星定位系统接收信号与直达信号的载波相位不同,导致PLL环路中存在载波跟踪误差。Traditional receivers use code-locked loops and phase-locked loops to track the code phase and carrier phase of GNSS signals, respectively. By adjusting the time delay of the code generator, the DLL makes the leading and lagging two correlation values equal to realize the code phase synchronization of the instant signal and the received signal. The multipath signal distorts the correlation value of the GNSS signal. When the lead and lag correlation values are equal, the code phases of the immediate branch and the received direct signal are not equal, resulting in a code tracking error in the DLL loop. Moreover, in the presence of multipath signals, the carrier phases of the received signal from the global satellite positioning system and the direct signal are different, resulting in carrier tracking errors in the PLL loop.
对于固定的接收机如卫星导航系统的地面监控站,良好的选址是减轻多径影响的重要方法之一。通过使用阵列天线利用空域自由度可以抑制多径信号。通过改进接收机内部相关器、跟踪环结构等方法,如使用窄相关器能够很好的抑制多径信号,窄相关器通过减小接收机码跟踪环路中早迟相关器的时宽,极大地减小了能产生影响的多径信号的时间延迟范围,但是窄相关器只能处理中长延迟的多径信号,对短延迟多径无能为力。For fixed receivers such as ground monitoring stations of satellite navigation systems, good site selection is one of the important methods to reduce the impact of multipath. Multipath signals can be suppressed by exploiting the spatial degree of freedom by using array antennas. By improving the internal correlator and tracking loop structure of the receiver, for example, the use of narrow correlators can suppress multipath signals very well. It greatly reduces the time delay range of the multipath signals that can have an impact, but the narrow correlator can only deal with the multipath signals with medium and long delays, and can do nothing for the short delay multipaths.
改进传统鉴相函数,能够处理短延迟多径信号,但是却失去了对长延迟多径信号的抑制能力。对两组窄相关器结果差分得到新的鉴相函数,能够提高短延迟多径抑制性能,但是其稳健性一般。为了灵活应对复杂的多径环境,具备抗多径能力的接收机是研究热点之一。有人提出了多径参数估计延迟锁定环,在码跟踪环中估计接收信号中多径信号的参数并消除多径,得到了很好的多径抑制性能。使用信号处理技术能够极大的改善多径估计精度,如基于贝叶斯准则的粒子滤波方法估计多径参数,基于遗传算法估计多径信号参数,基于最大似然方法估计。The improved traditional phase detection function can handle short-delay multipath signals, but loses the ability to suppress long-delay multipath signals. A new phase detection function is obtained by difference of two sets of narrow correlator results, which can improve short-delay multipath suppression performance, but its robustness is average. In order to flexibly cope with complex multipath environments, receivers with anti-multipath capabilities are one of the research hotspots. Someone proposed a delay-locked loop for multipath parameter estimation. In the code tracking loop, the parameters of the multipath signal in the received signal are estimated and the multipath is eliminated, and a good multipath suppression performance is obtained. Using signal processing technology can greatly improve the accuracy of multipath estimation, such as particle filter method based on Bayesian criterion to estimate multipath parameters, genetic algorithm to estimate multipath signal parameters, and maximum likelihood method to estimate.
本发明针对全球定位导航系统面临的低信噪比、信号多径、复杂电磁干扰等问题,开展多通道导航信号接收机系统结构设计、复杂电磁环境下的导航信号接收与自适应干扰抑制方法研究以及低信噪比条件下的多径信号分离与增强方法研究。实现复杂电磁环境下的导航信号稳健接收,提高全球卫星定位系统性能。Aiming at the low signal-to-noise ratio, signal multipath, complex electromagnetic interference and other problems faced by the global positioning navigation system, the present invention carries out the structural design of the multi-channel navigation signal receiver system, the research on the navigation signal reception and adaptive interference suppression method in the complex electromagnetic environment And research on multipath signal separation and enhancement methods under the condition of low signal-to-noise ratio. Realize the robust reception of navigation signals in complex electromagnetic environments and improve the performance of global satellite positioning systems.
2、多通道导航信号接收机系统结构设计2. System structure design of multi-channel navigation signal receiver
针对单通道导航信号接收机通常容易受到干扰信号的影响,需要研究多通道导航信号接收机,开展多通道接收系统结构研究。同时注意到,多通道技术虽然具有良好的干扰抑制能力,但是传统接收机通常基于最大信号比准则设计,对于导航信号接收机需要研究线性无失真接收机,因此需要开展多通道接收信号处理结构研究。Since single-channel navigation signal receivers are usually susceptible to interference signals, it is necessary to study multi-channel navigation signal receivers and carry out research on the structure of multi-channel receiving systems. At the same time, it is noted that although multi-channel technology has good interference suppression capabilities, traditional receivers are usually designed based on the maximum signal ratio criterion. For navigation signal receivers, linear distortion-free receivers need to be studied, so it is necessary to carry out research on multi-channel received signal processing structures .
针对单通道导航信号接收机通常容易受到干扰信号的影响,拟开展多通道导航信号接收机系统结构研究。多通道信号接收机可以利用空域自由度,自适应的调整加权值,实现电磁干扰的有效抑制。针对多通道接收机通常存在的幅相相应失真问题,拟开展多通道信号接收处理方法研究,借鉴最小无失真波束形成器,增加信号波形估计误差约束,设计基于波形估计误差的自适应多通道接收机。Aiming at the fact that single-channel navigation signal receivers are usually easily affected by interference signals, a multi-channel navigation signal receiver system structure research is proposed. The multi-channel signal receiver can use the degree of freedom in the airspace to adaptively adjust the weighting value to achieve effective suppression of electromagnetic interference. Aiming at the problem of amplitude-phase distortion that usually exists in multi-channel receivers, it is planned to carry out research on multi-channel signal reception processing methods, refer to the minimum distortion-free beamformer, increase the signal waveform estimation error constraints, and design an adaptive multi-channel reception based on waveform estimation errors machine.
针对多通道接收机,拟分析利用空域信息、时域信息、频率域信息以及联合域信息提高信号接收与干扰抑制的能力。通过分析了自适应多维接收处理对导航信号跟踪环路中码跟踪环和载波跟踪环的影响,分析多维信号接收处理器结构的特性,建立多通道导航信号接收系统方法。For multi-channel receivers, it is planned to analyze the ability to improve signal reception and interference suppression by using air domain information, time domain information, frequency domain information and joint domain information. By analyzing the influence of adaptive multi-dimensional receiving processing on the code tracking loop and carrier tracking loop in the navigation signal tracking loop, and analyzing the characteristics of the multi-dimensional signal receiving processor structure, a multi-channel navigation signal receiving system method is established.
针对空时自适应处理由于缺少对导航信号波形的约束,在抑制干扰的时导致信号产生了畸变而造成定位精度下降的问题,拟分析信号畸变的产生机理,分析空时自适应处理结构中延迟节结构和权矢量对相关函数的影响,并考虑增肌信号波形响应约束,利用线性相位特性的滤波器响应的原理,提出了解决信号畸变的方法。分析空时自适应处理结构的等效复FIR滤波器特性,通过约束等效滤波器的空时二维域响应使之满足二维线性相位条件,得到了具有线性相位特性空时自适应算法的优化模型。通过转化约束条件求出了优化模型的闭式解。Aiming at the problem that the space-time adaptive processing lacks constraints on the navigation signal waveform, the signal is distorted when suppressing interference and the positioning accuracy is reduced. The mechanism of signal distortion is analyzed, and the delay in the space-time adaptive processing structure is analyzed. The effect of node structure and weight vector on the correlation function, and considering the constraints of muscle-increasing signal waveform response, using the principle of filter response with linear phase characteristics, a method to solve signal distortion is proposed. The characteristics of the equivalent complex FIR filter of the space-time adaptive processing structure are analyzed, and the space-time two-dimensional domain response of the equivalent filter is constrained to satisfy the two-dimensional linear phase condition, and the space-time adaptive algorithm with linear phase characteristics is obtained. Optimize the model. The closed-form solution of the optimization model is obtained by transforming the constraint conditions.
3、复杂电磁环境下的导航信号接收与自适应干扰抑制方法3. Navigation signal reception and adaptive interference suppression method in complex electromagnetic environment
复杂电磁环境下的导航信号参数对信号接受具有关键作用,需要开展导航信号参数估计方法研究。需要开展空时频域的导航信号相干积累方法研究,提高信号信噪比。此外,由于电磁环境具有时变性,需要开展基于多参数的信号接受方法研究。全球卫星定位系统导航信号功率较低,在低信噪比条件下的信号参数估计精度低,造成信号导向矢量约束不准确,使得传统自适应阵列接收机性能急剧下降,需要开展不依赖信号导向矢量的盲波束形成方法研究。Navigation signal parameters in complex electromagnetic environments play a key role in signal reception, and it is necessary to carry out research on navigation signal parameter estimation methods. It is necessary to carry out research on the method of coherent accumulation of navigation signals in the space-time-frequency domain to improve the signal-to-noise ratio. In addition, due to the time-varying nature of the electromagnetic environment, it is necessary to carry out research on signal reception methods based on multi-parameters. The navigation signal power of the global satellite positioning system is low, and the signal parameter estimation accuracy is low under the condition of low signal-to-noise ratio, resulting in inaccurate signal steering vector constraints, which makes the performance of traditional adaptive array receivers drop sharply. Research on the blind beamforming method.
针对复杂的电磁干扰环境,需要开展自适应干扰抑制方法研究。开展空域、时域以及空时二维联合域自适应干扰抑制方法研究。同时针对多通道接收机通道不一致性、以及接收幅相响应误差等非理想因素,研究稳健的自适应波束形成技术,实现线性无失真信号接收设计。In view of the complex electromagnetic interference environment, it is necessary to carry out research on adaptive interference suppression methods. Carry out research on adaptive interference suppression methods in the air domain, time domain, and space-time two-dimensional joint domain. At the same time, aiming at non-ideal factors such as multi-channel receiver channel inconsistency and receiving amplitude-phase response error, a robust adaptive beamforming technology is studied to realize linear distortion-free signal receiving design.
多通道接收中利用约束导向矢量的方法可以大大改善信号接收性能,而导航信号参数估计是导向矢量约束的关键,拟利用导航信号的时域特性进行时延参数估计,利用多通道空域信息估计信号的方向参数,然后迭代回波束形成输出信号功率,通过迭代技术提高信号参数估计精度。针对导航信号多通道干扰抑制和信号接收中精确导向矢量难以获得的问题,拟利用全球卫星定位系统信号的自相关性质,研究无需精确已知信号导向矢量的信号接收与干扰抑制方法,实现盲波束形成。通过采用导航信号多个周期的相关峰值估计信号协方差矩阵,使用相关前、后的协方差矩阵在最优波形输出的准则下得到最优权。The method of using constrained steering vector in multi-channel reception can greatly improve the signal receiving performance, and the navigation signal parameter estimation is the key to the steering vector constraint. It is proposed to use the time domain characteristics of the navigation signal to estimate the time delay parameter, and use the multi-channel airspace information to estimate the signal Then iteratively returns the output signal power of beamforming, and improves the estimation accuracy of signal parameters through iterative technology. Aiming at the problem of multi-channel interference suppression of navigation signals and the difficulty of obtaining accurate steering vectors in signal reception, it is proposed to use the autocorrelation properties of global satellite positioning system signals to study signal reception and interference suppression methods without accurately knowing the signal steering vectors to realize blind beam form. The covariance matrix of the signal is estimated by using the correlation peaks of multiple cycles of the navigation signal, and the optimal weight is obtained under the criterion of the optimal waveform output by using the covariance matrix before and after the correlation.
针对多通道存在的幅相响应不一致,通道位置误差,信号传播失真等非理想因素,拟研究稳健的空域、空时二维域信号接收机。将上述非理想因素表达为不确定集合形式,研究有效的不确定集约束方法,并将波束形成方法表达为二阶锥规划问题,利用凸优化实现稳健空域、空时域接收机设计。另外,需要考虑波形约束,通过增加波形约束,保证所设计的接收机具有稳健性和线性无失真响应特性。Aiming at non-ideal factors such as amplitude-phase response inconsistency in multi-channel, channel position error, and signal propagation distortion, it is planned to study a robust signal receiver in the space domain and space-time two-dimensional domain. The above-mentioned non-ideal factors are expressed in the form of uncertain sets, and an effective uncertain set constraint method is studied. The beamforming method is expressed as a second-order cone programming problem, and convex optimization is used to realize the design of robust airspace and space-time domain receivers. In addition, waveform constraints need to be considered. By adding waveform constraints, the designed receiver can be guaranteed to have robustness and linear distortion-free response characteristics.
4、低信噪比条件下的多径信号分离与增强方法研究4. Research on multipath signal separation and enhancement method under the condition of low signal-to-noise ratio
导航信号通常存在多径问题,对导航信号接收系统性能影响严重,直接造成相关峰估计不准确,系统定位误差增大。需要开展有效的多径信号分离技术,研究利用多通道空间信息实现多径信号的区分和提取。此外多径信号可以用来增强信噪比,因此,需要开展有效的多径信号组合和相干叠加方法研究,实现多径条件下的导航信号分离与增强。Navigation signals usually have multipath problems, which have a serious impact on the performance of the navigation signal receiving system, directly resulting in inaccurate correlation peak estimation and increased system positioning errors. It is necessary to carry out effective multipath signal separation technology, and study the use of multi-channel spatial information to realize the distinction and extraction of multipath signals. In addition, multipath signals can be used to enhance the signal-to-noise ratio. Therefore, it is necessary to carry out research on effective multipath signal combination and coherent superposition methods to realize the separation and enhancement of navigation signals under multipath conditions.
本发明的技术方案能够解决以下问题:The technical solution of the present invention can solve the following problems:
基于空间平台的时敏微弱目标探测关键技术:Key technologies for time-sensitive weak target detection based on space platform:
1)多通道导航信号接收机信号处理结构系统设计1) Design of multi-channel navigation signal receiver signal processing structure system
2)复杂电磁环境下的导航信号参数估计与信号接收方法2) Navigation signal parameter estimation and signal reception method in complex electromagnetic environment
3)复杂电磁环境下稳健的自适应干扰抑制方法3) Robust adaptive interference suppression method in complex electromagnetic environment
4)多通道多径导航信号分离与增强方法4) Multi-channel multi-path navigation signal separation and enhancement method
本发明的总体思路:General idea of the present invention:
本发明针对全球卫星定位系统导航信号接收所面临的问题,以研究多通道导航信号接收机为基础,通过建立导航信号接收机及信号处理结构,研究复杂环境下的导航信号接收与干扰抑制方法,开展空时频多维信号接收方法研究,利用空间、时间自由度,实现稳健的空时自适应干扰抑制。同时通过对多径信号的分析,利用空间自由度对多径信号进行分离与提取,并研究多径信号的相干叠加方法,提高多径情况下的导航信号信噪比,提高定位精度。The present invention aims at the problems faced by the global satellite positioning system navigation signal reception, based on the research of multi-channel navigation signal receiver, by establishing the navigation signal receiver and signal processing structure, researching the navigation signal reception and interference suppression method in complex environment, Carry out research on space-time-frequency multi-dimensional signal reception methods, and use space and time degrees of freedom to achieve robust space-time adaptive interference suppression. At the same time, through the analysis of multipath signals, the space degree of freedom is used to separate and extract multipath signals, and the coherent superposition method of multipath signals is studied to improve the signal-to-noise ratio of navigation signals under multipath conditions and improve positioning accuracy.
针对全球卫星定位系统导航信号功率低,信号相关峰因存在多径现象而难以提取的问题,拟开展多径信号得分离与提取方法研究。通过利用多径信号的空域信息,通过多径传播方向和多径时延二维自由度来区分多径信号,利用最优化信号处理方法,在空域-时域二维联合域采用超分辨信号参数估计和滤波方法,实现多径信号的分离和提取。Aiming at the low power of global satellite positioning system navigation signals and the difficulty of extracting signal correlation peaks due to the existence of multipath phenomena, it is planned to carry out research on the separation and extraction methods of multipath signals. By using the spatial information of the multipath signal, the multipath signal is distinguished by the two-dimensional freedom of the multipath propagation direction and the multipath time delay, and the optimal signal processing method is used to adopt the super-resolution signal parameters in the two-dimensional space-time domain joint domain Estimation and filtering methods to achieve separation and extraction of multipath signals.
此外,针对多径信号情况下的低信噪比问题,拟通过利用多径信号提高接收信噪比,通过对多径信号的配准和时延补偿等方法,将多径信号进行相干叠加,提高信噪比。另外,可以考虑将信号变换到频域进行积累,然后构造频率冗余字典使用稀疏重构方法估计多径信号参数。基于估计的多径参数,构造参考信号。然后通过在跟踪环路中使用所提参考信号与接收信号相关。In addition, aiming at the problem of low signal-to-noise ratio in the case of multipath signals, it is planned to improve the receiving signal-to-noise ratio by using multipath signals, and coherently superimpose the multipath signals through methods such as registration and delay compensation of multipath signals. Improve the signal-to-noise ratio. In addition, it can be considered to transform the signal into the frequency domain for accumulation, and then construct a frequency redundancy dictionary to estimate the multipath signal parameters using the sparse reconstruction method. Based on the estimated multipath parameters, a reference signal is constructed. The received signal is then correlated by using the proposed reference signal in a tracking loop.
本发明能有多种不同形式的具体实施方式,上面以图1-图2为例结合附图对本发明的技术方案作举例说明,这并不意味着本发明所应用的具体实例只能局限在特定的流程或实施例结构中,本领域的普通技术人员应当了解,上文所提供的具体实施方案只是多种优选用法中的一些示例,任何体现本发明权利要求的实施方式均应在本发明技术方案所要求保护的范围之内。The present invention can have a variety of specific implementations in different forms. The technical solutions of the present invention are illustrated in conjunction with the accompanying drawings by taking Figures 1-2 as examples above. This does not mean that the specific examples used by the present invention can only be limited to In the specific process or embodiment structure, those of ordinary skill in the art should understand that the specific implementations provided above are only some examples of various preferred usages, and any implementation that embodies the claims of the present invention shall be included in the present invention. Within the scope of protection required by the technical solution.
最后应说明的是:以上所述仅为本发明的优选实施例而已,并不用于限制本发明,尽管参照前述实施例对本发明进行了详细的说明,对于本领域的技术人员来说,其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。Finally, it should be noted that: the above is only a preferred embodiment of the present invention, and is not intended to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, for those skilled in the art, it still The technical solutions recorded in the foregoing embodiments may be modified, or some technical features thereof may be equivalently replaced. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included within the protection scope of the present invention.
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| CN109471065A (en) * | 2018-09-28 | 2019-03-15 | 中国电子科技集团公司第三十六研究所 | A method of direction finding of coherent signals |
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| CN110049551A (en) * | 2019-04-26 | 2019-07-23 | 中国科学技术大学 | Signal tracing method based on commercial wireless WiFi equipment |
| CN110806593A (en) * | 2019-11-19 | 2020-02-18 | 河北科技大学 | Navigation signal anti-interference method and device and terminal equipment |
| CN112258407A (en) * | 2020-10-20 | 2021-01-22 | 北京集创北方科技股份有限公司 | Signal-to-noise ratio acquisition method and device of image acquisition equipment and storage medium |
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| CN118209933A (en) * | 2024-04-30 | 2024-06-18 | 电子科技大学 | A MIMO waveform design method for coherent gain and diversity gain balance |
| CN118625357A (en) * | 2024-06-20 | 2024-09-10 | 中国人民解放军国防科技大学 | Multipath error elimination method, device and system based on antenna movement |
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