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CN117508262A - A rail irregularity detection system and its detection method - Google Patents

A rail irregularity detection system and its detection method Download PDF

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Publication number
CN117508262A
CN117508262A CN202311313591.3A CN202311313591A CN117508262A CN 117508262 A CN117508262 A CN 117508262A CN 202311313591 A CN202311313591 A CN 202311313591A CN 117508262 A CN117508262 A CN 117508262A
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measurement
rail
irregularity
point
light
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张福民
刘梦新
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Tianjin University
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Tianjin University
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61KAUXILIARY EQUIPMENT SPECIALLY ADAPTED FOR RAILWAYS, NOT OTHERWISE PROVIDED FOR
    • B61K9/00Railway vehicle profile gauges; Detecting or indicating overheating of components; Apparatus on locomotives or cars to indicate bad track sections; General design of track recording vehicles
    • B61K9/08Measuring installations for surveying permanent way
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/30Measuring arrangements characterised by the use of optical techniques for measuring roughness or irregularity of surfaces
    • G01B11/303Measuring arrangements characterised by the use of optical techniques for measuring roughness or irregularity of surfaces using photoelectric detection means

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

The invention provides a steel rail irregularity detection system and a detection method thereof, wherein a transmitting end of the steel rail irregularity detection system comprises an external cavity type tunable laser, a beam splitter I, a delay optical fiber, a coupler I, a circulator, a coated optical fiber, a photodetector, a red light laser, a coupler II and a collimator, a receiving end comprises an imaging plate, an optical filter and an infrared camera, a signal processing end comprises a data acquisition card and a computer, a frequency modulation continuous wave is utilized to carry out distance measurement, and meanwhile, the infrared camera is utilized to track the laser spot position on the imaging plate, so that the distance measurement precision is high, non-cooperative target measurement can be realized, and the anti-interference capability is strong; the infrared camera is used for positioning the position of the measuring light spot, so that the measuring repeatability is high, and the influence of environmental factors such as sunlight and the like is avoided; and solving a measured value of the irregularity of the height of the steel rail and a measured value of the irregularity of the track direction by combining the distance information of the three selected measuring positions on the steel rail and the spot pixel coordinates, thereby realizing the detection of the irregularity of the steel rail.

Description

一种钢轨不平顺检测系统及其检测方法A rail irregularity detection system and its detection method

技术领域Technical field

本发明涉及轨道检测技术领域,尤其是一种钢轨不平顺检测系统及其检测方法。The invention relates to the technical field of rail detection, in particular to a rail irregularity detection system and a detection method thereof.

背景技术Background technique

高速铁路因其舒适安全、便捷快速、运载能力强、能源消耗小等优势,成为我国经济社会发展的重要保障。随着高铁列车运行速度的逐步提升,钢轨的平顺性精度要求也越来越高。目前国内常见的测量方法是利用轨道检测车结合轨道控制网对轨道几何形状进行精密测量,但该方法测量成本高测量周期长且难以用于正在建设阶段的线路。弦测法也是一种传统的钢轨不平顺检测方法,其使用体积更小更容易控制的小型轨道几何状态检测仪,“以小推大”进行钢轨不平顺检测,但这种方法仅依靠轨距轮接触实现测量,容易造成线路偏移,较小的正矢偏差就会造成较大的曲线半径误差。因此,急需一种能够便捷高效、结构简单、测量结果准确的钢轨不平顺检测系统以及检测方法。High-speed railways have become an important guarantee for my country's economic and social development because of their advantages such as comfort, safety, convenience and speed, strong carrying capacity, and low energy consumption. As the running speed of high-speed rail trains gradually increases, the rail smoothness and precision requirements are also getting higher and higher. At present, a common measurement method in China is to use a track inspection vehicle combined with a track control network to accurately measure the track geometry. However, this method has high measurement costs and long measurement period and is difficult to be used for lines under construction. The chord measurement method is also a traditional rail irregularity detection method. It uses a small track geometry detector that is smaller and easier to control. It detects rail irregularities by "pushing the small to the big". However, this method only relies on the track gauge. Wheel contact measurement can easily cause line deviation, and a small positive vector deviation will cause a large curve radius error. Therefore, there is an urgent need for a rail irregularity detection system and detection method that is convenient, efficient, simple in structure, and has accurate measurement results.

发明内容Contents of the invention

本发明所要解决的技术问题在于提供一种钢轨不平顺检测系统。The technical problem to be solved by the present invention is to provide a rail irregularity detection system.

本发明所要解决的另一技术问题在于提供一种应用上述检测系统的钢轨不平顺检测方法。Another technical problem to be solved by the present invention is to provide a rail irregularity detection method using the above detection system.

为解决上述技术问题,本发明的技术方案是:In order to solve the above technical problems, the technical solution of the present invention is:

一种钢轨不平顺检测系统,包括发射端(A)、接收端(B)和信号处理端(C),其中,A rail irregularity detection system includes a transmitting end (A), a receiving end (B) and a signal processing end (C), where,

所述发射端(A)包括外腔式可调谐激光器(1)、分束器Ⅰ(2)、延迟光纤(3)、耦合器Ⅰ(4)、环形器(5)、镀膜光纤(6)、光探测器(7)、红光激光器(8)、耦合器Ⅱ(9)和准直器(10),所述镀膜光纤(6)上镀有半透半反膜,所述外腔式可调谐激光器(1)、分束器Ⅰ(2)、耦合器Ⅰ(4)、环形器(5)和光探测器(7)依次通过光纤串联连接,同时,分束器Ⅰ(2)、延迟光纤(3)和耦合器Ⅰ(4)通过光纤串联连接,所述环形器(5)和耦合器Ⅱ(9)通过镀膜光纤(6)相连通,所述红光激光器(8)和准直器(10)分别与耦合器Ⅱ(9)通过光纤连接;The transmitting end (A) includes an external cavity tunable laser (1), a beam splitter I (2), a delay fiber (3), a coupler I (4), a circulator (5), and a coated optical fiber (6) , photodetector (7), red laser (8), coupler II (9) and collimator (10), the coated optical fiber (6) is coated with a semi-transparent and semi-reflective film, the external cavity type The tunable laser (1), beam splitter I (2), coupler I (4), circulator (5) and photodetector (7) are connected in series through optical fibers in sequence. At the same time, the beam splitter I (2), delay The optical fiber (3) and the coupler I (4) are connected in series through the optical fiber, the circulator (5) and the coupler II (9) are connected through the coated optical fiber (6), the red laser (8) and the collimator The coupler (10) is respectively connected to the coupler II (9) through optical fibers;

具体来说,所述外腔式可调谐激光器(1)经三角波调制后发出调频连续波,激光经过由分束器Ⅰ(2)、延迟光纤(3)和耦合器Ⅰ(4)构成的马赫曾德尔干涉光路后进入环形器(5),调频激光通过镀有半透半反膜的镀膜光纤(6)后在耦合器Ⅱ(9)处与红光激光器(8)发出的用于指示的可见红光耦合并且由准直器(10)发射至成像板(11),携带有目标距离信息的回光信号经所述镀膜光纤(6)与本振光耦合后,耦合光通过所述环形器(5)在光探测器(7)处干涉产生距离测量拍频信号;Specifically, the external cavity tunable laser (1) emits a frequency modulated continuous wave after being modulated by a triangular wave, and the laser passes through a Mach path composed of a beam splitter I (2), a delay fiber (3) and a coupler I (4). After the Zehnder interference optical path enters the circulator (5), the frequency-modulated laser passes through the coated optical fiber (6) coated with a semi-transparent and semi-reflective film and then connects with the indicator emitted by the red laser (8) at the coupler II (9). The visible red light is coupled and emitted to the imaging plate (11) by the collimator (10). After the return light signal carrying the target distance information is coupled with the local oscillator light through the coated optical fiber (6), the coupled light passes through the ring The device (5) interferes at the light detector (7) to generate a distance measurement beat signal;

所述接收端(B)包括成像板(11)、滤光片(12)和红外相机(13),所述准直器(10)设置在成像板(11)前方,所述成像板(11)置于红外相机(13)的镜头前方,所述红外相机(13)的镜头上固定有滤光片(12);The receiving end (B) includes an imaging plate (11), a filter (12) and an infrared camera (13). The collimator (10) is arranged in front of the imaging plate (11). The imaging plate (11) ) is placed in front of the lens of the infrared camera (13), and a filter (12) is fixed on the lens of the infrared camera (13);

具体来说,所述成像板(11)一方面作为靶标对所述发射端(A)发出的测量光进行回光,另一方面对所述测量光的光斑进行成像;在所述红外相机前加入所述滤光片(12),防止环境中杂散光对测量过程的影响;成像板(11)和红外相机(13)的搭配实现了在较大视场下对测量光光斑的追踪;Specifically, on the one hand, the imaging plate (11) serves as a target to reflect the measurement light emitted by the emission end (A), and on the other hand, images the spot of the measurement light; in front of the infrared camera The filter (12) is added to prevent stray light in the environment from affecting the measurement process; the combination of the imaging plate (11) and the infrared camera (13) enables tracking of the measurement light spot in a larger field of view;

所述信号处理端(C)包括数据采集卡(14)和计算机(15),所述光探测器(7)与数据采集卡(14)线路连接,所述数据采集卡(14)和红外相机(13)分别与计算机(15)线路连接;The signal processing terminal (C) includes a data acquisition card (14) and a computer (15). The light detector (7) is connected to the data acquisition card (14) via lines. The data acquisition card (14) and an infrared camera (13) are respectively connected to the computer (15) lines;

具体来说,所述数据采集卡(14)对所述光探测器(7)处的距离测量拍频信号进行记录并与所述红外相机(13)拍摄的成像板光斑图像一起传入计算机(15);计算机(15)结合接收端在不同测量点的距离信息和测量光斑位置信息完成对钢轨的轨向信息和高低信息进行测量,确认钢轨是否存在轨向不平顺或高低不平顺。Specifically, the data acquisition card (14) records the distance measurement beat signal at the photodetector (7) and transmits it to the computer ( 15); The computer (15) combines the distance information of the receiving end at different measurement points and the measurement spot position information to complete the measurement of the track direction information and height information of the rail to confirm whether there is track direction irregularity or height unevenness in the rail.

优选的,上述钢轨不平顺检测系统,所述外腔式可调谐激光器(1)的调制范围设置为1545-1555nm,设置基础调制速率为100.08nm/s。Preferably, in the above rail irregularity detection system, the modulation range of the external cavity tunable laser (1) is set to 1545-1555nm, and the basic modulation rate is set to 100.08nm/s.

一种应用上述检测系统的钢轨不平顺检测方法,具体步骤如下:A rail irregularity detection method using the above detection system, the specific steps are as follows:

(1)以待测钢轨的首端作为测量S点,以待测钢轨的末端作为测量E点,以待测钢轨的中点作为测量M点,在测量待测钢轨外并靠近S点一侧安装准直器(10),利用调频连续波作为测量光源,搭建调频连续波测量光路;(1) Take the first end of the rail to be measured as the measurement point S, the end of the rail to be measured as the measurement point E, and the midpoint of the rail to be measured as the measurement point M, outside the rail to be measured and close to point S Install the collimator (10), use frequency modulated continuous wave as the measurement light source, and build the frequency modulated continuous wave measurement optical path;

(2)将接收端安装在S点,记录数据处理端记录光探测器处的测量拍频信号并传至信号处理端,利用计算机软件设计带通滤波器进行软件滤波,分别滤出测量信号和辅助信号,根据辅助信号的峰值峰谷点确定重采样点对测量信号进行等光频间隔重采样,确定重采样信号频谱峰值点求解待测距离;(2) Install the receiving end at point S, and the recording data processing end records the measured beat frequency signal at the photodetector and transmits it to the signal processing end. Use computer software to design a band-pass filter for software filtering to filter out the measurement signal and Auxiliary signal, determine the resampling point according to the peak and valley points of the auxiliary signal, resample the measurement signal at equal optical frequency intervals, determine the peak point of the spectrum of the resampled signal, and calculate the distance to be measured;

(3)设置阈值为80-130对红外相机拍摄的图片进行预处理,对将灰度值低于阈值的像素点的灰度值清零,消除环境杂散光的影响,对预处理后的图像进行高斯滤波处理,进一步消除环境中高斯噪声的影响,根据各像素灰度值确定测量光斑在相机坐标系下的像素坐标;(3) Set the threshold to 80-130 to preprocess the images taken by the infrared camera, clear the gray values of pixels whose gray values are lower than the threshold, and eliminate the influence of ambient stray light. Perform Gaussian filtering to further eliminate the influence of Gaussian noise in the environment, and determine the pixel coordinates of the measurement spot in the camera coordinate system based on the gray value of each pixel;

(4)分别将接收端移动至E点和M点,重复步骤(2)和步骤(3),得到E点和M点的距离测量值和光斑位置测量值;(4) Move the receiving end to point E and point M respectively, repeat steps (2) and (3), and obtain the distance measurement value and light spot position measurement value of point E and point M;

(5)根据S、E和M点的测量结果可以确定由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差,进而解算出钢轨的高低不平顺值和轨向不平顺值,完成对钢轨不平顺的检测。(5) Based on the measurement results of points S, E and M, the lateral and longitudinal deviations of the measurement spot in the camera coordinate system caused by rail irregularities can be determined, and then the height and rail unevenness values of the rails can be calculated. Complete the detection of rail irregularities.

优选的,上述钢轨不平顺检测方法,光探测器测得的测量拍频信号表达式Ib(t)为:Preferably, according to the above-mentioned rail irregularity detection method, the expression of the measurement beat frequency signal I b (t) measured by the light detector is:

Ib(t)=2A0·{2cos[2π·(α(t)τmt+f0τm)]+2cos[2π·(α(t)τrt+f0τr)]I b (t)=2A 0 ·{2cos[2π·(α(t)τ m t+f 0 τ m )]+2cos[2π·(α(t)τ r t+f 0 τ r )]

+cos[2π·(α(t)(τmr)t+f0mr))]+cos[2π·(α(t)(τmr)t+f0mr))]}+cos[2π·(α(t)(τ mr )t+f 0mr ))]+cos[2π·(α(t)(τ mr )t+f 0mr ))]}

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, A 0 represents the amplitude of the frequency modulated light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the frequency modulated light source containing nonlinearity, t represents time, and τ m is the light emission caused by the optical path of the distance to be measured. The time delay between the optical fiber and the return light, τ r is the time delay generated by the calibrated length of the delay fiber.

优选的,上述钢轨不平顺检测方法,测量光斑在相机坐标系下的像素坐标(x,y)表示如下:Preferably, in the above rail irregularity detection method, the pixel coordinates (x, y) of the measurement spot in the camera coordinate system are expressed as follows:

其中红外相机的分辨率为N×M,aij代表预处理和高斯滤波后相机第i行第j列像素的灰度值。The resolution of the infrared camera is N×M, and a ij represents the gray value of the pixel in the i-th row and j-th column of the camera after preprocessing and Gaussian filtering.

优选的,上述钢轨不平顺检测方法,根据对所选取的三个测量点的测量结果即距离测量结果RS、RE、RM和坐标测量结果(xS,yS)、(xE,yE)、(xM,yM),可以确定由钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差:Preferably, the above rail irregularity detection method is based on the measurement results of the three selected measurement points, namely the distance measurement results R S , RE E , RM and the coordinate measurement results (x S , y S ), (x E , y E ), (x M , y M ), the lateral and longitudinal deviations of the measurement spot in the camera coordinate system caused by rail irregularities can be determined:

优选的,上述钢轨不平顺检测方法,测量钢轨的高低不平顺值fH和轨向不平顺值fL表示如下:Preferably, in the above-mentioned rail irregularity detection method, the measured rail irregularity value f H and rail unevenness value f L are expressed as follows:

fL=βLΔx+γLΔyf LL Δx+γ L Δy

fH=βHΔx+γHΔyf HH Δx+γ H Δy

其中βL、βH、γL、γH为像素坐标转换至世界坐标的转化系数,可以由激光跟踪仪标定得到,Δx和Δy是由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差。Among them, β L , β H , γ L , and γ H are the conversion coefficients for converting pixel coordinates to world coordinates, which can be obtained by calibrating the laser tracker. Δx and Δy are the lateral deviations of the measurement spot in the camera coordinate system due to uneven rails. and longitudinal deviation.

有益效果:Beneficial effects:

上述钢轨不平顺检测系统,利用调频连续波进行距离测量,同时利用红外相机对成像板上的激光光斑位置进行追踪,测距精度高,可以实现非合作目标测量,抗干扰能力强;利用红外相机对测量光斑位置进行定位,测量重复性高,不受阳光等环境因素的影响;结合钢轨上三个选定测量位置的距离信息和光斑像素坐标就可以解算出钢轨的高低不平顺测量值和轨向不平顺测量值,从而实现对钢轨的不平顺进行检测,尤其对单根钢轨的轨向不平顺和高低不平顺的便捷、高效、精确检测,该方法不需要复杂的数据处理过程,测量精度高,测量系统结构简单、调节方便、测量过程高效、测量结果准确。The above-mentioned rail irregularity detection system uses frequency modulated continuous waves for distance measurement, and at the same time uses an infrared camera to track the position of the laser spot on the imaging plate. It has high ranging accuracy, can achieve non-cooperative target measurement, and has strong anti-interference ability; using an infrared camera Positioning the measurement spot position, the measurement repeatability is high, and it is not affected by environmental factors such as sunlight; combining the distance information of the three selected measurement positions on the rail and the spot pixel coordinates, the rail unevenness measurement value and rail can be calculated The measured value of directional irregularity can be used to detect rail irregularities, especially the convenient, efficient and accurate detection of directional irregularities and unevenness of a single rail. This method does not require complex data processing and has high measurement accuracy. High, the measurement system has a simple structure, easy adjustment, efficient measurement process, and accurate measurement results.

附图说明Description of drawings

图1是本发明中钢轨不平顺检测系统的整体装置原理图;Figure 1 is a schematic diagram of the overall device of the rail irregularity detection system in the present invention;

图2是本发明中利用红外相机和调频连续波对钢轨不平顺检测过程中系统的安装图;Figure 2 is an installation diagram of the system in the process of detecting rail irregularities using infrared cameras and frequency modulated continuous waves in the present invention;

图3是本发明中利用红外相机和调频连续波对钢轨不平顺检测过程中由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差的示意图。Figure 3 is a schematic diagram of the lateral deviation and longitudinal deviation of the measurement spot in the camera coordinate system caused by the rail irregularity during the detection of rail irregularities using an infrared camera and frequency modulated continuous wave in the present invention.

图中:1-外腔式可调谐激光器 2-分束器Ⅰ 3-延迟光纤 4-耦合器ⅠIn the picture: 1-External cavity tunable laser 2-Beam splitter I 3-Delay fiber 4-Coupler I

5-环形器 6-光纤 7-光探测器 8-红光激光器 9-耦合器Ⅱ5-Circulator 6-Fiber 7-Photodetector 8-Red laser 9-Coupler II

10-准直器 11-成像板 12-滤光片 13-红外相机10-Collimator 11-Imaging plate 12-Optical filter 13-Infrared camera

14-数据采集卡 15-计算机 16-钢轨 A-发射端 B-接收端14-Data acquisition card 15-Computer 16-Rail A-transmitter B-receiver

C-信号处理端C-Signal processing terminal

具体实施方式Detailed ways

下面结合实施例和附图对本发明所述钢轨不平顺检测系统及其检测方法做出说明。The rail irregularity detection system and its detection method according to the present invention will be described below with reference to the embodiments and drawings.

实施例1Example 1

如图1所示,一种钢轨不平顺检测系统,包括发射端A、接收端B和信号处理端C,其中,所述发射端A包括外腔式可调谐激光器1、分束器Ⅰ2、延迟光纤3、耦合器Ⅰ4、环形器5、镀膜光纤6、光探测器7、红光激光器8、耦合器Ⅱ9和准直器10,所述镀膜光纤6上镀有半透半反膜,所述外腔式可调谐激光器1、分束器Ⅰ2、耦合器Ⅰ4、环形器5和光探测器7依次通过光纤串联连接,同时,分束器Ⅰ2、延迟光纤3和耦合器Ⅰ4通过光纤串联连接,所述环形器5和耦合器Ⅱ9通过镀膜光纤6相连通,所述红光激光器8和准直器10分别与耦合器Ⅱ9通过光纤连接;所述接收端B包括成像板11、滤光片12和红外相机13,所述准直器10设置在成像板11前方,所述成像板11置于红外相机13的镜头前方,所述红外相机13的镜头上固定有滤光片12;所述信号处理端C包括数据采集卡14和计算机15,所述光探测器7与数据采集卡14线路连接,所述数据采集卡14和红外相机13分别与计算机15线路连接。As shown in Figure 1, a rail irregularity detection system includes a transmitting end A, a receiving end B and a signal processing end C. The transmitting end A includes an external cavity tunable laser 1, a beam splitter I2, a delay Optical fiber 3, coupler I4, circulator 5, coated optical fiber 6, photodetector 7, red laser 8, coupler II 9 and collimator 10. The coated optical fiber 6 is coated with a semi-transparent and semi-reflective film. The external cavity tunable laser 1, beam splitter I2, coupler I4, circulator 5 and photodetector 7 are connected in series through optical fibers. At the same time, beam splitter I2, delay fiber 3 and coupler I4 are connected in series through optical fibers, so The circulator 5 and the coupler II 9 are connected through a coated optical fiber 6, and the red laser 8 and the collimator 10 are respectively connected to the coupler II 9 through optical fibers; the receiving end B includes an imaging plate 11, a filter 12 and Infrared camera 13, the collimator 10 is arranged in front of the imaging plate 11, the imaging plate 11 is placed in front of the lens of the infrared camera 13, and the filter 12 is fixed on the lens of the infrared camera 13; the signal processing Terminal C includes a data acquisition card 14 and a computer 15. The light detector 7 is connected to the data acquisition card 14 via a circuit. The data acquisition card 14 and the infrared camera 13 are respectively connected to the computer 15 via a circuit.

所述发射端A中外腔式可调谐激光器1经三角波调制后发出调频连续波,激光经过由分束器Ⅰ2、延迟光纤3和耦合器Ⅰ4构成的马赫曾德尔干涉光路后进入环形器5。调频激光通过镀有半透半反膜的镀膜光纤6后在耦合器Ⅱ9处与红光激光器8发出的用于指示的可见红光耦合并且由准直器10发射至成像板11。携带有目标距离信息的回光信号经所述镀膜光纤与本振光耦合后,耦合光通过所述环形器在光探测器7处干涉产生距离测量拍频信号。The external cavity tunable laser 1 in the transmitting end A emits a frequency modulated continuous wave after being modulated by a triangular wave. The laser enters the circulator 5 after passing through the Mach-Zehnder interference optical path composed of the beam splitter I2, the delay fiber 3 and the coupler I4. The frequency-modulated laser passes through the coated optical fiber 6 coated with a semi-transparent and semi-reflective film and is coupled with the visible red light for indication emitted by the red laser 8 at the coupler II 9 and is emitted to the imaging plate 11 by the collimator 10 . After the return light signal carrying the target distance information is coupled with the local oscillator light through the coated optical fiber, the coupled light passes through the circulator and interferes at the photodetector 7 to generate a distance measurement beat frequency signal.

所述接收端B由成像板11、滤光片12和红外相机13构成。所述成像板11一方面作为靶标对所述发射端A发出的测量光进行回光,另一方面将对所述测量光的光斑进行成像。在所述红外相机前加入所述滤光片12,防止环境中杂散光对测量过程的影响。成像板11和红外相机13的搭配实现了在较大视场下对测量光光斑的追踪。The receiving end B is composed of an imaging plate 11 , a filter 12 and an infrared camera 13 . On the one hand, the imaging plate 11 serves as a target to reflect the measurement light emitted from the emission end A, and on the other hand, it will image the spot of the measurement light. The filter 12 is added in front of the infrared camera to prevent stray light in the environment from affecting the measurement process. The combination of the imaging plate 11 and the infrared camera 13 enables tracking of the measurement light spot in a larger field of view.

所述信号处理端C中PicoScope 6000E数据采集卡14对所述光探测器7处的距离测量拍频信号进行记录并与述红外相机13拍摄的成像板光斑图像一起传入计算机15。计算机15结合接收端在不同位置下的距离信息和测量光斑位置信息完成对钢轨的轨向不平顺和高低不平顺的测量。The PicoScope 6000E data acquisition card 14 in the signal processing terminal C records the distance measurement beat signal at the photodetector 7 and transmits it to the computer 15 together with the imaging plate spot image captured by the infrared camera 13 . The computer 15 combines the distance information of the receiving end at different positions and the measurement spot position information to complete the measurement of the track irregularity and height irregularity of the rail.

具体的,所述钢轨不平顺检测系统中外腔式可调谐激光器1的具体型号为LUNAPHOENIX 1400调频连续波激光器,调频连续波调制范围设置为1545-1555nm,设置基础调制速率为100.08nm/s。所述红外相机的具体型号为灰点公司的CMLN-13S2M-CS,分辨率为1294×964,对1550nm波段的光进行响应。Specifically, the specific model of the external cavity tunable laser 1 in the rail irregularity detection system is the LUNAPHOENIX 1400 frequency modulated continuous wave laser. The frequency modulated continuous wave modulation range is set to 1545-1555nm, and the basic modulation rate is set to 100.08nm/s. The specific model of the infrared camera is CMLN-13S2M-CS from Gray Point Company, with a resolution of 1294×964 and responds to light in the 1550nm band.

以调频光源上调频阶段为例,所述外腔式可调谐激光器1发出的调频激光的瞬时电场Em(t)可以表示为:Taking the frequency modulation stage of the frequency modulated light source as an example, the instantaneous electric field Em (t) of the frequency modulated laser emitted by the external cavity tunable laser 1 can be expressed as:

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,代表调频连续波的初始相位。where A 0 represents the amplitude of the FM light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the FM light source containing nonlinearity, t represents time, Represents the initial phase of the FM continuous wave.

所述光探测器7处的距离测量信号为四个含有不同距离信息的光信号相干产生的拍频信号,忽略光纤带来的光强损耗滤除直流分量后,拍频信号Ib(t)可以表示如下:The distance measurement signal at the photodetector 7 is a beat frequency signal generated by the coherence of four optical signals containing different distance information. After ignoring the light intensity loss caused by the optical fiber and filtering out the DC component, the beat frequency signal I b (t) It can be expressed as follows:

Ib(t)=2A0·{2cos[2π·(α(t)τmt+f0τm)]+2cos[2π·(α(t)τrt+f0τr)]I b (t)=2A 0 ·{2cos[2π·(α(t)τ m t+f 0 τ m )]+2cos[2π·(α(t)τ r t+f 0 τ r )]

+cos[2π·(α(t)(τmr)t+f0mr))]+cos[2π·(α(t)(τmr)t+f0mr))]}+cos[2π·(α(t)(τ mr )t+f 0mr ))]+cos[2π·(α(t)(τ mr )t+f 0mr ))]}

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, A 0 represents the amplitude of the frequency modulated light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the frequency modulated light source containing nonlinearity, t represents time, and τ m is the light emission caused by the optical path of the distance to be measured. The time delay between the optical fiber and the return light, τ r is the time delay generated by the calibrated length of the delay fiber.

虽然测量开始前已对调频光源的调制速率进行了设定,但是由于环境变化和机械振动的影响调制速率仍然存在严重的非线性,这会造成测量信号频谱严重展宽、待测距离信息解算困难、测量误差较大。利用Matlab设计带通滤波器进行软件滤波,分别滤出测量信号Im(t)和辅助信号Ir(t)如下所示:Although the modulation rate of the FM light source has been set before the measurement begins, the modulation rate still has serious nonlinearity due to the influence of environmental changes and mechanical vibration, which will cause the spectrum of the measurement signal to be seriously broadened and make it difficult to calculate the distance information to be measured. , the measurement error is large. Use Matlab to design a band-pass filter for software filtering, and filter out the measurement signal I m (t) and the auxiliary signal I r (t) as follows:

Im(t)=4A0cos[2π·(α(t)τmt+f0τm)]I m (t)=4A 0 cos[2π·(α(t)τ m t+f 0 τ m )]

Ir(t)=4A0cos[2π·(α(t)τrt+f0τr)]I r (t)=4A 0 cos[2π·(α(t)τ r t+f 0 τ r )]

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, A 0 represents the amplitude of the frequency modulated light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the frequency modulated light source containing nonlinearity, t represents time, and τ m is the light emission caused by the optical path of the distance to be measured. The time delay between the optical fiber and the return light, τ r is the time delay generated by the calibrated length of the delay fiber.

将所述辅助信号作为重采样时钟信号,将辅助信号的极值点作为重采样点,此时每一个采样点之间对应的光频都是等间隔的,触发重采样的采样频率Fs为:The auxiliary signal is used as the resampling clock signal, and the extreme point of the auxiliary signal is used as the resampling point. At this time, the corresponding optical frequencies between each sampling point are equally spaced, and the sampling frequency F s that triggers resampling is :

Fs=2πα(t)τr F s =2πα(t)τ r

α(t)为含有非线性量的调频光源瞬时调制速率,τr为已校准过长度后的延迟光纤产生的时间延迟。α(t) is the instantaneous modulation rate of the FM light source containing nonlinearity, and τ r is the time delay generated by the calibrated length of the delay fiber.

利用所述重采样点对所述测量信号Im(t)进行等光频间隔重采样操作,所得重采样测量信号频谱峰值频率f为:The measurement signal Im (t) is resampled at equal optical frequency intervals using the resampling point, and the peak frequency f of the spectrum of the resampled measurement signal is:

其中τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, τ m is the time delay between light emission and return light caused by the optical path of the distance to be measured, and τ r is the time delay caused by the calibrated length of the delay fiber.

此时待测距离R可以表示为:At this time, the distance to be measured R can be expressed as:

其中f为重采样测量信号频谱峰值频率,τr为已校准过长度后的延迟光纤产生的时间延迟,c代表光速,n代表空气折射率。where f is the peak frequency of the resampled measurement signal spectrum, τ r is the time delay generated by the calibrated delay fiber, c represents the speed of light, and n represents the refractive index of air.

所述测量光斑位置的确定是基于红外相机拍摄成像板后记录的各像素点的灰度值,根据环境光强度设定动态阈值人为消除杂散光的干扰,利用高斯滤波消除环境中高斯噪声的影响,测量光斑在相机坐标系下的像素坐标(x,y)表示如下:The determination of the measurement spot position is based on the gray value of each pixel recorded after the infrared camera shoots the imaging plate. A dynamic threshold is set according to the ambient light intensity to artificially eliminate the interference of stray light, and Gaussian filtering is used to eliminate the influence of Gaussian noise in the environment. , the pixel coordinates (x, y) of the measurement spot in the camera coordinate system are expressed as follows:

其中红外相机的分辨率为N×M,aij代表相机第i行第j列像素的灰度值The resolution of the infrared camera is N×M, and a ij represents the gray value of the pixel in the i-th row and j-th column of the camera.

以待测钢轨16的首端作为测量S点,以待测钢轨的末端作为测量E点,以待测钢轨的中点作为测量M点,记录调频连续波距离测量结果和红外相机光斑定位位置如下:RS、RE、RM、(xS,yS)、(xE,yE)、(xM,yM)。则由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差Δx和纵向偏差Δy分别表示如下:Take the first end of the rail 16 to be measured as the measurement point S, the end of the rail 16 to be measured as the measurement point E, and the midpoint of the rail 16 to be measured as the measurement point M. Record the frequency modulated continuous wave distance measurement results and the infrared camera spot positioning position as follows :R S , RE E , R M , (x S ,y S ), (x E ,y E ), (x M ,y M ). Then the lateral deviation Δx and longitudinal deviation Δy of the measurement spot in the camera coordinate system due to the unevenness of the rail are expressed as follows:

进一步,该段测量钢轨的高低不平顺值fH和轨向不平顺值fL表示如下:Furthermore, the height unevenness value f H and rail unevenness value f L of the measured rail in this section are expressed as follows:

fL=βLΔx+γLΔyf LL Δx+γ L Δy

fH=βHΔx+γHΔyf HH Δx+γ H Δy

其中βL、βH、γL、γH为像素坐标转换至世界坐标的转化系数,可以由激光跟踪仪标定得到,Δx和Δy是由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差。Among them, β L , β H , γ L , and γ H are the conversion coefficients for converting pixel coordinates to world coordinates, which can be obtained by calibrating the laser tracker. Δx and Δy are the lateral deviations of the measurement spot in the camera coordinate system due to uneven rails. and longitudinal deviation.

本发明利用调频连续波进行距离测量,同时利用红外相机对成像板上的激光光斑位置进行追踪,实现钢轨单轨不平顺即轨向和高低的便捷、高效、精确检测,具体设计过程包括:This invention uses frequency-modulated continuous waves for distance measurement, and uses an infrared camera to track the position of the laser spot on the imaging plate to achieve convenient, efficient and accurate detection of rail irregularities, that is, track direction and height. The specific design process includes:

步骤一:如图2为利用红外相机和调频连续波对钢轨不平顺检测过程中系统的安装图,以待测钢轨16的首端作为测量S点,以待测钢轨的末端作为测量E点,以待测钢轨的中点作为测量M点。在待测钢轨外并靠近S点一侧的位置安装准直器10,利用调频连续波作为测量光源,激光波长调制方式为锯齿波调制,调制范围设置为1545-1555nm,设置基础调制速率为100.08nm/s,搭建调频连续波测量光路。Step 1: Figure 2 shows the installation diagram of the system in the process of detecting rail irregularities using infrared cameras and frequency modulated continuous waves. The first end of the rail to be tested 16 is used as the measurement point S, and the end of the rail to be tested is used as the measurement point E. Take the midpoint of the rail to be measured as the measurement point M. Install the collimator 10 outside the rail to be measured and close to the side of point S, use frequency modulated continuous wave as the measurement light source, the laser wavelength modulation method is sawtooth wave modulation, the modulation range is set to 1545-1555nm, and the basic modulation rate is set to 100.08 nm/s, build a frequency modulated continuous wave measurement optical path.

步骤二:首先将接收端B安装在S点,数据处理端记录光探测器处的测量拍频信号并传至数据采集卡,测量拍频信号IbS(t)为:Step 2: First, install the receiving end B at point S. The data processing end records the measured beat frequency signal at the light detector and transmits it to the data acquisition card. The measured beat frequency signal I bS (t) is:

IbS(t)=2A0·{2cos[2π·(α(t)τmt+f0τm)]+2cos[2π·(α(t)τrt+f0τr)]I bS (t)=2A 0 ·{2cos[2π·(α(t)τ m t+f 0 τ m )]+2cos[2π·(α(t)τ r t+f 0 τ r )]

+cos[2π·(α(t)(τmr)t+f0mr))]+cos[2π·(α(t)(τmr)t+f0mr))]}+cos[2π·(α(t)(τ mr )t+f 0mr ))]+cos[2π·(α(t)(τ mr )t+f 0mr ))]}

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, A 0 represents the amplitude of the frequency modulated light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the frequency modulated light source containing nonlinearity, t represents time, and τ m is the light emission caused by the optical path of the distance to be measured. The time delay between the optical fiber and the return light, τ r is the time delay generated by the calibrated length of the delay fiber.

利用Matlab设计带通滤波器进行软件滤波,分别滤出测量信号ImS(t)和辅助信号IrS(t)如下所示:Use Matlab to design a band-pass filter for software filtering, and filter out the measurement signal I mS (t) and auxiliary signal I rS (t) as follows:

ImS(t)=4A0cos[2π·(α(t)τmt+f0τm)]I mS (t)=4A 0 cos[2π·(α(t)τ m t+f 0 τ m )]

IrS(t)=4A0cos[2π·(α(t)τrt+f0τr)]I rS (t)=4A 0 cos[2π·(α(t)τ r t+f 0 τ r )]

其中A0表示调频光源的振幅,f0是激光调制的初始频率,α(t)代表调频光源含有非线性量的实时调制速率,t代表时间,τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, A 0 represents the amplitude of the frequency modulated light source, f 0 is the initial frequency of laser modulation, α(t) represents the real-time modulation rate of the frequency modulated light source containing nonlinearity, t represents time, and τ m is the light emission caused by the optical path of the distance to be measured. The time delay between the optical fiber and the return light, τ r is the time delay generated by the calibrated length of the delay fiber.

提取辅助信号的峰值峰谷点作为重采样点对所述测量信号ImS(t)进行等光频间隔重采样操作,所得重采样测量信号频谱峰值频率fS为:The peak and valley points of the auxiliary signal are extracted as resampling points and the measurement signal I mS (t) is resampled at equal optical frequency intervals. The resulting peak frequency f S of the resampled measurement signal spectrum is:

其中τm为待测距离的光程引起的出光和回光间的时间延迟量,τr为已校准过长度后的延迟光纤产生的时间延迟。Among them, τ m is the time delay between light emission and return light caused by the optical path of the distance to be measured, and τ r is the time delay caused by the calibrated length of the delay fiber.

此时待测距离RS可以表示为:At this time, the distance to be measured R S can be expressed as:

其中f为重采样测量信号频谱峰值频率,τr为已校准过长度后的延迟光纤产生的时间延迟,c代表光速,n代表空气折射率。where f is the peak frequency of the resampled measurement signal spectrum, τ r is the time delay generated by the calibrated delay fiber, c represents the speed of light, and n represents the refractive index of air.

重复测量五次,以五次测量结果的平均值作为S点的最终的距离测量值 Repeat the measurement five times, and use the average of the five measurement results as the final distance measurement value of point S.

步骤三:设置合适的阈值对红外相机拍摄的图片进行预处理,对将灰度值低于阈值的像素点的灰度值清零,消除环境杂散光的影响。对预处理后的图像进行高斯滤波处理,进一步消除环境中高斯噪声的影响,根据各像素灰度值测量光斑在相机坐标系下的像素坐标(xS,yS)表示如下:Step 3: Set an appropriate threshold to preprocess the images taken by the infrared camera, and clear the gray values of pixels whose gray values are lower than the threshold to eliminate the influence of ambient stray light. Gaussian filtering is performed on the preprocessed image to further eliminate the influence of Gaussian noise in the environment. The pixel coordinates (x S , y S ) of the light spot in the camera coordinate system are measured according to the gray value of each pixel and are expressed as follows:

重复测量五次,以五次测量结果的平均值作为接收端在S点处测量光斑最终的位置 Repeat the measurement five times, and use the average of the five measurement results as the final position of the light spot measured by the receiving end at point S.

步骤四:分别将接收端移动至E点和M点,重复步骤二和步骤三,得到B点和C点的距离测量值和光斑位置测量值: Step 4: Move the receiving end to point E and point M respectively, repeat steps 2 and 3, and obtain the distance measurement value and light spot position measurement value of point B and point C:

步骤五:如图3为由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差的示意图,根据S、E和M点的测量结果可以确定由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差Δx和纵向偏差Δy:Step 5: Figure 3 is a schematic diagram of the lateral deviation and longitudinal deviation of the measurement spot in the camera coordinate system due to the uneven rail. According to the measurement results of points S, E and M, it can be determined that the measurement spot in the camera coordinate system is caused by the uneven rail. The lateral deviation Δx and the longitudinal deviation Δy under the system:

此外,该段测量钢轨的高低不平顺值fH和轨向不平顺值fL表示如下: In addition, the height unevenness value f H and rail unevenness value f L of the measured rail in this section are expressed as follows:

fL=βLΔx+γLΔyf LL Δx+γ L Δy

fH=βHΔx+γHΔyf HH Δx+γ H Δy

其中βL、βH、γL、γH为常数,代表像素坐标转换至世界坐标的转化系数,可以由激光干涉仪标定得到,Δx和Δy是由于钢轨不平顺导致测量光斑在相机坐标系下的横向偏差和纵向偏差。Among them, β L , β H , γ L , and γ H are constants, representing the conversion coefficients from pixel coordinates to world coordinates, which can be obtained by calibrating the laser interferometer. Δx and Δy are the measurement spots in the camera coordinate system due to uneven rails. lateral deviation and longitudinal deviation.

综上所述,应用本发明所述钢轨不平顺检测系统,结合三个测量位置的距离信息和光斑像素坐标信息就可以实现对钢轨的不平顺进行检测,完成对钢轨高低不平顺测量值和轨向不平顺测量值的解算,不需要复杂的数据处理过程、测量系统简单、测量过程便捷、测量结果受环境因素干扰小、测量精度高。In summary, by applying the rail irregularity detection system of the present invention and combining the distance information of the three measurement positions and the light spot pixel coordinate information, the rail irregularity can be detected, and the rail irregularity measurement value and the rail irregularity can be completed. The calculation of unevenness measurement values does not require complex data processing, the measurement system is simple, the measurement process is convenient, the measurement results are less affected by environmental factors, and the measurement accuracy is high.

以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。The above are only preferred embodiments of the present invention. It should be noted that those skilled in the art can make several improvements and modifications without departing from the principles of the present invention. These improvements and modifications can also be made. should be regarded as the protection scope of the present invention.

Claims (7)

1. A rail irregularity detecting system is characterized in that: comprises a transmitting end (A), a receiving end (B) and a signal processing end (C), wherein,
the emitting end (A) comprises an external cavity type tunable laser (1), a beam splitter I (2), a delay optical fiber (3), a coupler I (4), a circulator (5), a coated optical fiber (6), a light detector (7), a red light laser (8), a coupler II (9) and a collimator (10), wherein a semi-transparent semi-reflective film is plated on the coated optical fiber (6), the external cavity type tunable laser (1), the beam splitter I (2), the coupler I (4), the circulator (5) and the light detector (7) are sequentially connected in series through the optical fibers, meanwhile, the beam splitter I (2), the delay optical fiber (3) and the coupler I (4) are connected in series through the optical fibers, the circulator (5) and the coupler II (9) are communicated through the coated optical fiber (6), and the red light laser (8) and the collimator (10) are respectively connected with the coupler II (9) through the optical fibers;
the receiving end (B) comprises an imaging plate (11), an optical filter (12) and an infrared camera (13), the collimator (10) is arranged in front of the imaging plate (11), the imaging plate (11) is arranged in front of a lens of the infrared camera (13), and the optical filter (12) is fixed on the lens of the infrared camera (13);
the signal processing end (C) comprises a data acquisition card (14) and a computer (15), the optical detector (7) is connected with the data acquisition card (14) in a circuit manner, and the data acquisition card (14) and the infrared camera (13) are respectively connected with the computer (15) in a circuit manner.
2. The rail irregularity detecting system of claim 1, wherein: the modulation range of the external cavity type tunable laser (1) is 1545-1555nm, and the basic modulation rate is 100.08nm/s.
3. A method for detecting rail irregularities using the detection system of claim 1, characterized by: the method comprises the following specific steps:
(1) Taking the head end of a steel rail to be measured as a measurement S point, the tail end of the steel rail to be measured as a measurement E point, the middle point of the steel rail to be measured as a measurement M point, installing a collimator (10) on one side, which is outside the steel rail to be measured and is close to the S point, of the measured steel rail, and constructing a frequency modulation continuous wave measurement light path by taking a frequency modulation continuous wave as a measurement light source;
(2) Installing a receiving end at the S point, recording a measurement beat frequency signal at the light detector by a data processing end, transmitting the measurement beat frequency signal to a signal processing end, designing a band-pass filter by computer software for software filtering, respectively filtering out a measurement signal and an auxiliary signal, determining a resampling point according to the peak-to-valley point of the auxiliary signal, resampling the measurement signal at equal optical frequency intervals, determining the spectrum peak point of the resampling signal, and solving the distance to be measured;
(3) Preprocessing a picture shot by an infrared camera by setting a threshold value to be 80-130, resetting the gray value of a pixel point with a gray value lower than the threshold value, eliminating the influence of ambient stray light, performing Gaussian filtering processing on the preprocessed image, further eliminating the influence of Gaussian noise in the environment, and determining the pixel coordinates of a measuring facula under a camera coordinate system according to the gray value of each pixel;
(4) Respectively moving the receiving end to the E point and the M point, and repeating the step (2) and the step (3) to obtain a distance measurement value and a light spot position measurement value of the E point and the M point;
(5) According to S, E and the measurement results of the M points, the transverse deviation and the longitudinal deviation of the measurement light spots under the camera coordinate system due to the height irregularity of the steel rail can be determined, so that the height irregularity value and the track direction irregularity value of the steel rail can be calculated, and the detection of the rail irregularity is completed.
4. A rail irregularity detecting method according to claim 3, characterized in that: the expression I of the measured beat frequency signal measured by the photodetector b (t) is:
I b (t)=2A 0 ·{2cos[2π·(α(t)τ m t+f 0 τ m )]+2cos[2π·(α(t)τ r t+f 0 τ r )]+cos[2π·(α(t)(τ mr )t+f 0mr ))]+cos[2π·(α(t)(τ mr )t+f 0mr ))]}
wherein A is 0 Representing the amplitude of the FM light source, f 0 Is the initial frequency of laser modulation, alpha (t) represents the real-time modulation rate of the frequency modulation light source containing nonlinear quantity, t represents time, tau m For the time delay between light-out and light-back caused by the optical path of the distance to be measured, τ r The time delay generated for the delay fiber after the length has been calibrated.
5. A rail irregularity detecting method according to claim 3, characterized in that: the pixel coordinates (x, y) of the measurement spot in the camera coordinate system are expressed as follows:
wherein the resolution of the infrared camera is N×M, a ij Representing the gray value of the pixel in the ith row and jth column of the camera after preprocessing and gaussian filtering.
6. A rail irregularity detecting method according to claim 3, characterized in that: based on the measurement results of the three selected measurement points, i.e. the distance measurement result R S 、R E 、R M And coordinate measurement result (x S ,y S )、(x E ,y E )、(x M ,y M ) The transverse deviation and the longitudinal deviation of the measuring light spot under the camera coordinate system caused by the rail irregularity can be determined:
7. a rail irregularity detecting method according to claim 3, characterized in that: measuring the irregularity value f of the rail H Sum track irregularity value f L The expression is as follows:
f L =β L Δx+γ L Δy
f H =β H Δx+γ H Δy
wherein beta is L 、β H 、γ L 、γ H The conversion coefficient for converting the pixel coordinate into the world coordinate can be obtained by calibrating a laser tracker, and the deltax and deltay are the transverse deviation and the longitudinal deviation of the measuring light spot under a camera coordinate system due to the irregularity of the steel rail.
CN202311313591.3A 2023-10-11 2023-10-11 A rail irregularity detection system and its detection method Pending CN117508262A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118996931A (en) * 2024-07-23 2024-11-22 内江师范学院 High-speed railway track control network smoothness evaluation method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118996931A (en) * 2024-07-23 2024-11-22 内江师范学院 High-speed railway track control network smoothness evaluation method

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