CN111736170A - A device and method for monitoring the deformation degree of cutting side slope - Google Patents

A device and method for monitoring the deformation degree of cutting side slope Download PDF

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CN111736170A
CN111736170A CN202010722755.8A CN202010722755A CN111736170A CN 111736170 A CN111736170 A CN 111736170A CN 202010722755 A CN202010722755 A CN 202010722755A CN 111736170 A CN111736170 A CN 111736170A
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slope
cutting
positioning module
beidou positioning
lidar
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CN111736170B (en
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曹强凤
刘金秋
方江平
毛理华
周政
张飞
郭志华
舒爽
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Hangzhou Metropolitan Expressway Co ltd
Hohai University HHU
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Hohai University HHU
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S17/00Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
    • G01S17/88Lidar systems specially adapted for specific applications
    • G01S17/89Lidar systems specially adapted for specific applications for mapping or imaging
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S17/00Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
    • G01S17/86Combinations of lidar systems with systems other than lidar, radar or sonar, e.g. with direction finders
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S19/00Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/01Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
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    • G01S19/14Receivers specially adapted for specific applications

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Abstract

本发明公开了一种监测路堑边坡变形度的装置和方法,该装置包括北斗定位模块、激光雷达系统、导轨系统和运算模块;所述的北斗定位模块用于获取路堑边坡两端的在地球上的三维坐标值;所述导轨系统偏离所施工路堑边坡的侧边布置,所述的激光雷达系统沿着所述导轨系统移动并对路堑边坡的沿线路径进行全范围的扫描;所述的运算模块,根据所述激光雷达系统的扫描数据和所述北斗定位模块的定位信息计算路堑边坡的地形数据。本发明通过融合导轨式移动激光雷达与北斗定位系统能够在无人监管的情况下,能够实时获取施工中路堑边坡的形变与位移,为快速预警与工程进度管理提供了及时的数据支撑。

Figure 202010722755

The invention discloses a device and method for monitoring the deformation degree of a cutting slope. The device includes a Beidou positioning module, a laser radar system, a guide rail system and an arithmetic module; the Beidou positioning module is used for The three-dimensional coordinate value on the rail system; the guide rail system deviates from the side of the cutting slope to be constructed, and the lidar system moves along the guide rail system and scans the entire range of the path along the cutting slope; the The computing module calculates the terrain data of the cutting slope according to the scanning data of the lidar system and the positioning information of the Beidou positioning module. The invention can obtain the deformation and displacement of the cutting slope during construction in real time without supervision by integrating the guide rail type mobile laser radar and the Beidou positioning system, and provides timely data support for rapid early warning and project progress management.

Figure 202010722755

Description

一种监测路堑边坡变形度的装置和方法A device and method for monitoring the deformation degree of cutting side slope

技术领域technical field

本发明属于路堑边坡变形监测领域,具体涉及一种监测路堑边坡变形度的装置和方法。The invention belongs to the field of road cutting side slope deformation monitoring, and particularly relates to a device and method for monitoring the deformation degree of road cutting side slopes.

背景技术Background technique

对于路堑边坡,变形和位移监测是重要的安全质量管理工作,目前路堑边坡监测主要方式有现场巡检和仪器监测两种方式,其中仪器监测技术可分为人工监测与自动化实时监测。For cutting slopes, deformation and displacement monitoring are important safety and quality management tasks. At present, the main methods of monitoring cutting slopes include on-site inspection and instrument monitoring. The instrument monitoring technology can be divided into manual monitoring and automatic real-time monitoring.

现有技术中的监测手段主要有(1)人工携带水准仪、全站仪等测绘仪器对现场标记点进行定期监测,(2)利用GPS等卫星定位系统对标记点进行实时监测,(3)InSAR等合成孔径雷达定期对目标边坡进行扫描。采用人工携带仪器进行监测,无法做到实时监测;利用GPS技术,只是对获得边坡的三维坐标,无法对边坡坡面进行监测;而InSAR技术使用成本太高。The monitoring methods in the prior art mainly include (1) manually carrying surveying and mapping instruments such as levels and total stations to regularly monitor the on-site marked points, (2) using GPS and other satellite positioning systems to monitor the marked points in real time, (3) InSAR Equal Synthetic Aperture Radar scans the target slope periodically. It is impossible to perform real-time monitoring by manually carrying instruments for monitoring; by using GPS technology, only the three-dimensional coordinates of the slope can be obtained, but the slope surface cannot be monitored; and the cost of using InSAR technology is too high.

发明内容SUMMARY OF THE INVENTION

针对上述问题,本发明提出一种在结合北斗GNSS技术和激光雷达的基础上监测路堑边坡变形度的装置和方法。In view of the above problems, the present invention proposes a device and method for monitoring the deformation degree of a cutting slope on the basis of combining Beidou GNSS technology and laser radar.

实现上述技术目的,达到上述技术效果,本发明通过以下技术方案实现:To achieve the above-mentioned technical purpose and achieve the above-mentioned technical effect, the present invention is realized through the following technical solutions:

一种监测路堑边坡变形度的装置,包括北斗定位模块、激光雷达系统、导轨系统和运算模块;A device for monitoring the deformation degree of a cutting slope, comprising a Beidou positioning module, a laser radar system, a guide rail system and an arithmetic module;

所述的北斗定位模块固定在所施工的路堑边坡的首尾两端,用于获取路堑边坡两端的在地球上的三维坐标值;The Big Dipper positioning module is fixed on the first and last ends of the cutting slope to be constructed, and is used to obtain the three-dimensional coordinate values of the two ends of the cutting slope on the earth;

所述导轨系统偏离所施工路堑边坡的侧边布置,所述的激光雷达系统沿着所述导轨系统移动并对路堑边坡的沿线路径进行全范围的扫描;The guide rail system deviates from the side of the cutting slope to be constructed, and the lidar system moves along the guide rail system and scans the entire range of the path along the cutting slope;

所述的运算模块,用于根据所述激光雷达系统的扫描数据和所述北斗定位模块的定位信息计算路堑边坡的地形数据。The computing module is used to calculate the terrain data of the cutting slope according to the scanning data of the lidar system and the positioning information of the Beidou positioning module.

作为本发明的进一步改进,包括开设在左右两侧布置在同一等高面的两条路堑边坡,所述的导轨沿着所开设的路堑边坡的进行布置,所述的激光雷达系统对对向的路堑边坡进行扫描,结合对向的所述北斗定位模块的定位坐标进行计算。As a further improvement of the present invention, it includes two cutting slopes arranged on the left and right sides and arranged on the same contour plane. Scan the cutting slope in the opposite direction, and calculate it in combination with the positioning coordinates of the Beidou positioning module in the opposite direction.

作为本发明的进一步改进,所述的激光雷达系统包括安装在设置在导轨上的移动车上,设置在所述的移动车上的激光雷达扫描仪、动态北斗定位模块和姿态信息采集系统;As a further improvement of the present invention, the lidar system includes a lidar scanner, a dynamic Beidou positioning module and an attitude information collection system, which are installed on a moving vehicle arranged on the guide rail;

所述激光雷达扫描仪用于对进行路堑边坡逐点扫描,获取扫描的测试点相对与激光雷达扫描仪的位置数据;The lidar scanner is used to scan the cutting and slope point by point, and obtain the position data of the scanned test point relative to the lidar scanner;

所述动态北斗定位模块,与北斗定位模块同时接受导航定位信号并设有接收北斗定位模块的接收机,获取激光雷达扫描仪准确的定位坐标;The dynamic Beidou positioning module receives the navigation and positioning signal simultaneously with the Beidou positioning module and is provided with a receiver for receiving the Beidou positioning module, so as to obtain the accurate positioning coordinates of the lidar scanner;

姿态信息采集系统,用于根据采用移动雷达方位、位置和速度,并通过记录的初始状态进行初始校准。The attitude information acquisition system is used for initial calibration based on the orientation, position and velocity of the mobile radar and through the recorded initial state.

作为本发明的进一步改进,两侧的激光雷达系统同步对对向的路堑边坡进行扫描。As a further improvement of the present invention, the laser radar systems on both sides scan the opposite cutting slopes synchronously.

作为本发明的进一步改进,所述导轨系统包括沿路堑边坡的坡面铺设的导轨,不连续坡面上所铺设的导轨间采用转向器连接,所述导轨系统铺设的位置对应于所述的激光雷达系统能够实现对向路堑边坡的全范围扫描。As a further improvement of the present invention, the guide rail system includes guide rails laid along the slope of the cutting slope, the guide rails laid on the discontinuous slope are connected by diverters, and the laying position of the guide rail system corresponds to the The lidar system can realize the full-range scanning of the opposite road cutting slope.

作为本发明的进一步改进,所述的北斗定位模块还包括接收所述激光雷达的扫描信息,并将所接收的扫描信息通过卫星信号发送到运算模块中。As a further improvement of the present invention, the Beidou positioning module further includes receiving the scanning information of the laser radar, and sending the received scanning information to the computing module through satellite signals.

作为本发明的进一步改进,所述的北斗定位模块或所述的动态北斗定位模块采用的是北斗GNSS定位模块。As a further improvement of the present invention, the Beidou positioning module or the dynamic Beidou positioning module adopts the Beidou GNSS positioning module.

一种监测路堑边坡变形度的方法,基于以上装置获得的扫描数据对路堑边坡的坡面地形进行计算,包括:A method for monitoring the deformation degree of a cutting side slope, calculating the slope topography of the cutting side slope based on the scanning data obtained by the above device, including:

步骤一:固定在路堑边坡首尾两端的所述北斗定位模块获得准确的在地球上的三维坐标;Step 1: The Beidou positioning module fixed at the beginning and end of the cutting slope obtains accurate three-dimensional coordinates on the earth;

步骤二:设置在路堑边坡的激光雷达系统对路堑边坡进行扫描,获得扫描测试点的数据包括:Step 2: The laser radar system installed on the cutting slope scans the cutting slope, and the data obtained from the scanning test points include:

从激光雷达扫描仪中心所发出的激光线扫描到测试点位置时与大地坐标轴的夹角为(θy,θp,θr),When the laser line emitted from the center of the lidar scanner scans to the position of the test point, the included angle with the geodetic axis is (θy, θp, θr),

激光雷达相对于测试点的高度D,The height D of the lidar relative to the test point,

激光雷达扫描仪的视线角度A,The sight angle A of the lidar scanner,

激光雷达扫描仪的高低角度H,The high and low angle H of the lidar scanner,

和动态北斗定位模块坐标(XG,YG,ZG);and dynamic Beidou positioning module coordinates (X G , Y G , Z G );

其中,所述动态北斗定位模块坐标(XG,YG,ZG)是基于步骤一种的两个北斗定位模块的坐标获得;Wherein, the dynamic Beidou positioning module coordinates (X G , Y G , Z G ) are obtained based on the coordinates of two Beidou positioning modules in step one;

步骤三:运算模块根据所获得的扫描数据计算测试点的坐标值,并将对应于路堑边坡点一系列测试点的三维坐标连接为点云数据,之后基于所获得的点云数据计算路堑边坡的变形量。Step 3: The calculation module calculates the coordinate value of the test point according to the obtained scan data, and connects the three-dimensional coordinates of a series of test points corresponding to the cutting and slope points as point cloud data, and then calculates the cutting edge based on the obtained point cloud data. Deformation of the slope.

作为本发明的进一步改进,步骤三,运算根据以下公式计算测试点的坐标值(X,Y,Z)如下:As a further improvement of the present invention, step 3, calculate the coordinate value (X, Y, Z) of the test point according to the following formula as follows:

Figure BDA0002600618890000031
Figure BDA0002600618890000031

其中:

Figure BDA0002600618890000032
in:
Figure BDA0002600618890000032

Figure BDA0002600618890000033
Figure BDA0002600618890000033

式中,(X1,Y1,Z1)为测量点相对激光扫描系统的坐标。In the formula, (X 1 , Y 1 , Z 1 ) are the coordinates of the measurement point relative to the laser scanning system.

作为本发明的进一步改进,所述变形量的计算为基于实时得到的点云数据与上一次的点云数据对比计算变形量。As a further improvement of the present invention, the calculation of the deformation amount is based on the comparison between the point cloud data obtained in real time and the previous point cloud data.

本发明的有益效果:本发明通过融合导轨式移动激光雷达与北斗定位系统能够在无人监管的情况下,利用激光雷达测距精度高、方向性强、响应快、不受地面杂波影响和我国国产北斗卫星定位系统安全性高、定位精准、信号稳定、技术安全的特点,实时获取施工中路堑边坡的形变与位移,为快速预警与工程进度管理提供了及时的数据支撑。Beneficial effects of the present invention: the present invention can utilize the laser radar with high ranging precision, strong directionality, fast response, and no influence of ground clutter without any supervision by integrating the rail-type mobile laser radar and the Beidou positioning system. my country's domestic Beidou satellite positioning system has the characteristics of high safety, accurate positioning, stable signal and technical safety. It can obtain the deformation and displacement of the cutting slope during construction in real time, providing timely data support for rapid early warning and project progress management.

附图说明Description of drawings

图1为本发明装置布置的剖面图;Fig. 1 is the sectional view of the arrangement of the device of the present invention;

图2为本发明装置布置的俯面图;Fig. 2 is the top plan view of the device arrangement of the present invention;

图3为装置工作的流程示意图;Fig. 3 is the schematic flow chart of device operation;

具体实施方式Detailed ways

为了使本发明的目的、技术方案及优点更加清楚明白,以下结合实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

下面结合附图对本发明的应用原理作详细的描述。The application principle of the present invention will be described in detail below with reference to the accompanying drawings.

如图1和2所示的本发明沿着路堑边坡设置的装置的布置图,包括北斗定位模块、激光雷达系统、导轨系统。其中,所述的北斗定位模块采用固定的方式固定在所施工的路堑边坡的坡顶和坡底,用于校准移动激光雷达载北斗GNSS接收机的坐标值。用于对所监测路堑边坡进行扫描的设置在侧方向,采用的是在所施工路堑边坡的边侧布置的导轨系统,所述的激光雷达系统沿着所述导轨系统移动对路堑边坡的沿线路径进行全范围的扫描。在施工的过程中,通常对于同一坡面采用的是在左右两侧在同一等高面的位置开设两条路堑边坡,相互配合的一组所述的北斗定位模块和所述的激光雷达系统对向布置,即所述的导轨系统沿着所开设的路堑边坡的进行布置,所述的激光雷系统与对向的所述北斗定位模块进行信号交互,对对向的路堑边坡进行扫描。As shown in Figures 1 and 2, the layout of the device arranged along the cutting slope of the present invention includes a Beidou positioning module, a lidar system, and a guide rail system. Among them, the Beidou positioning module is fixed on the top and bottom of the road cutting slope under construction in a fixed manner, and is used to calibrate the coordinate value of the mobile lidar-borne Beidou GNSS receiver. The device for scanning the monitored cutting slope is set in the lateral direction, and a guide rail system arranged on the side of the construction cutting slope is used, and the lidar system moves along the guide rail system to the cutting slope. A full range scan is performed along the line path. In the process of construction, two cutting slopes are usually set on the left and right sides at the same contour level for the same slope, and a set of the Beidou positioning module and the lidar system cooperate with each other. Opposite arrangement, that is, the guide rail system is arranged along the opened cutting slope, and the laser radar system interacts with the opposite Beidou positioning module to scan the opposite cutting slope. .

在检测的过程中采用的是开设两侧的移动激光雷达系统同步对对向的路堑边坡进行扫描。In the process of detection, the mobile lidar system on both sides is used to scan the opposite cutting slope synchronously.

在本发明的实施例中所述的北斗定位模块采用的是北斗GNSS定位模块,除了用于校准移动激光雷达系统的准确坐标位置外,还包括接收所述移动激光雷达系统的扫描信息,并将所接收的扫描信息通过卫星信号发送到运算模块中。The Beidou positioning module described in the embodiment of the present invention adopts the Beidou GNSS positioning module. In addition to calibrating the accurate coordinate position of the mobile lidar system, it also includes receiving the scanning information of the mobile lidar system, and The received scanning information is sent to the computing module through satellite signals.

在本发明中的导轨系统沿路堑边坡的坡面设置,包括沿剖面沿线布置的导轨,不连续坡面上所铺设的导轨间采用转向器连接,为了节约成本,导轨并不是全范围的布置,而是布置在合适的区段位置,该区段范围能够保证所述的移动激光雷达在该范围内移动能够实现对向路堑边坡的全范围扫描。The guide rail system in the present invention is arranged along the slope of the cutting slope, including guide rails arranged along the section, and the guide rails laid on the discontinuous slope are connected by diverters. In order to save costs, the guide rails are not arranged in a full range Instead, it is arranged at a suitable section position, and the range of this section can ensure that the moving lidar moves within this range to achieve full-range scanning of the opposite road cutting slope.

本发明中移动激光雷达系统包括移动车上,设置在移动车上的移动激光雷达扫描仪、动态北斗定位模块和姿态信息采集。移动激光雷达扫描仪包括形状信息采集系统,为中短距离的激光雷达传感器;动态北斗定位系统主要利用对面边坡上北斗GNSS定位模块和移动雷达上移动GNSS接收机同时测量相同的北斗定位卫星导航的定位信号,联合确定移动雷达的准确位置;姿态信息采集系统主要是利用IMU的惯性敏感期来确定移动雷达方位、位置和速度,在后期在对目标点的计算时,先通过结合所记录的初始状态进行初始校准,消除因姿态调整所导致的计算误差;图像信息采集系统,由CCD相机组成,其主要作用是辅助雷达传感器完成对目标的纹理性状等信息的采集。In the present invention, the mobile laser radar system includes a mobile laser radar scanner, a dynamic Beidou positioning module and attitude information collection, which are arranged on the moving vehicle. The mobile lidar scanner includes a shape information acquisition system, which is a medium and short-range lidar sensor; the dynamic Beidou positioning system mainly uses the Beidou GNSS positioning module on the opposite slope and the mobile GNSS receiver on the mobile radar to measure the same Beidou positioning satellite navigation at the same time The positioning signal of the mobile radar can jointly determine the accurate position of the mobile radar; the attitude information acquisition system mainly uses the inertial sensitive period of the IMU to determine the orientation, position and speed of the mobile radar. Initial calibration is performed in the initial state to eliminate calculation errors caused by attitude adjustment; the image information acquisition system is composed of CCD cameras, whose main function is to assist the radar sensor to complete the acquisition of information such as the texture and properties of the target.

还包括与移动车相连的控制模块,能够远程控制移动车在导轨上移动。It also includes a control module connected with the moving vehicle, which can remotely control the moving vehicle to move on the guide rail.

所述的运算模块,用于根据所述激光雷达的扫描信息和所述北斗定位模块的定位信息计算路堑边坡的地形数据,具体的计算过程如下:The computing module is used to calculate the terrain data of the cutting slope according to the scanning information of the laser radar and the positioning information of the Beidou positioning module. The specific calculation process is as follows:

北斗GNSS模块用于接收、跟踪、变换和测量卫星信号。通过对卫星信号进行放大、交换和处理,经数据处理软件的计算确定用户在地球的三维坐标,对用户进行实时导航,卫星和地表接收站构成了一个四面体,使得卫星与接收机的真实距离计算公式为:The Beidou GNSS module is used to receive, track, transform and measure satellite signals. By amplifying, exchanging and processing satellite signals, the three-dimensional coordinates of the user on the earth are determined by the calculation of the data processing software, and the user is guided in real time. The satellite and the surface receiving station form a tetrahedron, which makes the real distance between the satellite and the receiver. The calculation formula is:

Figure BDA0002600618890000051
Figure BDA0002600618890000051

式中:(xi,yi,zi)为第i颗卫星在三维空间坐标,(XG,YG,ZG)为待求的移动激光雷达的坐标In the formula: (x i , y i , z i ) are the coordinates of the i-th satellite in three-dimensional space, and (X G , Y G , Z G ) are the coordinates of the mobile lidar to be found

若地面与卫星视为完全同步无时差,可用下式计算真实距离:If the ground and the satellite are considered to be completely synchronized with no time difference, the true distance can be calculated by the following formula:

Ri=C(tPR-tSV)-CtA R i =C(t PR -t SV )-Ct A

式中:tPR为地面接收机同步的观测时刻,tSV为卫星同步信号发射时刻,tA为信号传播过程中产生的延迟时间,C为光速。In the formula: t PR is the observation time of the synchronization of the ground receiver, t SV is the launch time of the satellite synchronization signal, t A is the delay time generated in the process of signal propagation, and C is the speed of light.

由于卫星与地表距离过远且做高速运动,导致卫星时钟与地表时钟不同步,通过GNSS系统测得的距离并非真实距离,而是伪距:Because the satellite is too far away from the surface and moves at high speed, the satellite clock is not synchronized with the surface clock. The distance measured by the GNSS system is not the real distance, but the pseudorange:

ρi=C[tPR+ΔtPR-(tSV+ΔtSV)]=C(tPR-tSV)+C(ΔtPR-ΔtSV)ρ i =C[t PR +Δt PR -(t SV +Δt SV )]=C(t PR -t SV )+C(Δt PR -Δt SV )

式中:ρi为伪距,ΔtPR为地面接收机的时差,ΔtSV为卫星时差。In the formula: ρ i is the pseudorange, Δt PR is the time difference of the ground receiver, and Δt SV is the satellite time difference.

将上述公式整理得到:Arrange the above formula to get:

Figure BDA0002600618890000052
Figure BDA0002600618890000052

该式中卫星时钟与地表时钟的钟差(ΔtPR-ΔtSV)和观测点坐标(xi,yi,zi)为未知量,解出这四个未知量需要四个方程,由于地表接受器可以同时接收太空中四颗及以上的卫星数据,因此,可将卫星以每组4颗分成若干组,列出方程求解移动激光雷达的坐标,从所有的解中选取精度最高的值,通过这种方法可以很好地提高卫星定位精度。从而可以确定移动激光雷达的三维坐标值。In this formula, the clock difference between the satellite clock and the surface clock (Δt PR -Δt SV ) and the coordinates of the observation point (x i , y i , z i ) are unknowns. Solving these four unknowns requires four equations. The receiver can receive data from four or more satellites in space at the same time. Therefore, the satellites can be divided into several groups with each group of four, and the equations can be listed to solve the coordinates of the mobile lidar, and the value with the highest accuracy can be selected from all the solutions. This method can greatly improve the accuracy of satellite positioning. Thereby, the three-dimensional coordinate value of the mobile lidar can be determined.

移动激光雷达系统工作时的测试的主要原理:将移动激光雷达扫描仪、高精度北斗GNSS接收机和IMU同时载搭在移动车上,在测量车移动过程中不断记录测量车的位置和姿态信息;移动激光雷达扫描仪随测量车的移动不断记录发射器的测距值以及在扫描线中的索引值;通过索引值计算该点与初始方向的夹角,并结合车载系统的检验参数和记录的测量车的位置和姿态信息,计算对侧边坡点云数据的三维空间坐标。The main principle of the test when the mobile lidar system is working: the mobile lidar scanner, the high-precision Beidou GNSS receiver and the IMU are loaded on the mobile vehicle at the same time, and the position and attitude information of the measurement vehicle are continuously recorded during the movement of the measurement vehicle. ;The mobile lidar scanner continuously records the ranging value of the transmitter and the index value in the scan line with the movement of the measuring vehicle; calculates the angle between the point and the initial direction through the index value, and combines the inspection parameters and records of the on-board system The position and attitude information of the measuring vehicle is obtained, and the three-dimensional space coordinates of the point cloud data of the opposite side slope are calculated.

假设测量点为P点,坐标设为(X,Y,Z),移动车载北斗GNSS模块获得的坐标(即移动激光雷达的三维坐标)记为(XG,YG,ZG);移动激光雷达扫描仪和大地坐标轴的夹角为(θy,θp,θr),测量点相对激光扫描系统的相对坐标设为(X1,Y1,Z1);目标测试点计算如下:Assuming that the measurement point is point P, the coordinates are set to (X, Y, Z), and the coordinates obtained by the mobile Beidou GNSS module (that is, the three-dimensional coordinates of the mobile lidar) are recorded as (X G , Y G , Z G ); The angle between the radar scanner and the geodetic coordinate axis is (θy, θp, θr), and the relative coordinates of the measurement point relative to the laser scanning system are set as (X 1 , Y 1 , Z 1 ); the target test point is calculated as follows:

Figure BDA0002600618890000061
Figure BDA0002600618890000061

其中:

Figure BDA0002600618890000062
in:
Figure BDA0002600618890000062

Figure BDA0002600618890000063
Figure BDA0002600618890000063

式中,D为移动激光雷达扫描仪获得的目标距离,A为移动激光雷达扫描仪获得的视线角度,H为移动激光雷达扫描仪获得的高低角度。In the formula, D is the target distance obtained by the mobile lidar scanner, A is the line of sight angle obtained by the mobile lidar scanner, and H is the high and low angle obtained by the mobile lidar scanner.

移动激光雷达扫描对侧边坡,获得对侧边坡的由一系列点的三维坐标,这些数据组成对侧边坡的点云数据。通过移动雷达周期性扫描对侧边坡,获得对侧边坡的实时的点云数据,通过与前次点云数据的对比,最终获得对侧边坡的变形值。The mobile lidar scans the opposite side slope to obtain the three-dimensional coordinates of a series of points on the opposite side slope, and these data form the point cloud data of the opposite side slope. The opposite side slope is periodically scanned by the mobile radar to obtain the real-time point cloud data of the opposite side slope. By comparing with the previous point cloud data, the deformation value of the opposite side slope is finally obtained.

以上显示和描述了本发明的基本原理和主要特征和本发明的优点。本行业的技术人员应该了解,本发明不受上述实施例的限制,上述实施例和说明书中描述的只是说明本发明的原理,在不脱离本发明精神和范围的前提下,本发明还会有各种变化和改进,这些变化和改进都落入要求保护的本发明范围内。本发明要求保护范围由所附的权利要求书及其等效物界定。The basic principles and main features of the present invention and the advantages of the present invention have been shown and described above. Those skilled in the art should understand that the present invention is not limited by the above-mentioned embodiments. The above-mentioned embodiments and descriptions only illustrate the principle of the present invention. Without departing from the spirit and scope of the present invention, the present invention will also have Various changes and modifications fall within the scope of the claimed invention. The claimed scope of the present invention is defined by the appended claims and their equivalents.

Claims (10)

1.一种监测路堑边坡变形度的装置,其特征在于:包括北斗定位模块、激光雷达系统、导轨系统和运算模块;1. a device for monitoring the deformation degree of cutting slope, is characterized in that: comprise Big Dipper positioning module, laser radar system, guide rail system and arithmetic module; 所述的北斗定位模块固定在所施工的路堑边坡的首尾两端,用于获取路堑边坡两端的在地球上的三维坐标值;The Big Dipper positioning module is fixed on the first and last ends of the cutting slope to be constructed, and is used to obtain the three-dimensional coordinate values of the two ends of the cutting slope on the earth; 所述导轨系统偏离所施工路堑边坡的侧边布置,所述的激光雷达系统沿着所述导轨系统移动并对路堑边坡的沿线路径进行全范围的扫描;The guide rail system deviates from the side of the cutting slope to be constructed, and the lidar system moves along the guide rail system and scans the entire range of the path along the cutting slope; 所述的运算模块,用于根据所述激光雷达系统的扫描数据和所述北斗定位模块的定位信息计算路堑边坡的地形数据。The computing module is used to calculate the terrain data of the cutting slope according to the scanning data of the lidar system and the positioning information of the Beidou positioning module. 2.根据权利要求1所述的装置,其特征在于:包括开设在左右两侧布置在同一等高面的两条路堑边坡,所述的导轨沿着所开设的路堑边坡的进行布置,所述的激光雷达系统对对向的路堑边坡进行扫描,结合对向的所述北斗定位模块的定位坐标进行计算。2. device according to claim 1 is characterized in that: comprise two cutting side slopes that are arranged on the left and right sides of the same contour plane, and the described guide rails are arranged along the cutting side slopes that are set up, The laser radar system scans the opposite road cutting slope, and calculates in combination with the positioning coordinates of the opposite Beidou positioning module. 3.根据权利要求1或2所述的装置,其特征在于:所述的激光雷达系统包括安装在设置在导轨上的移动车上,设置在所述的移动车上的激光雷达扫描仪、动态北斗定位模块和姿态信息采集系统;3. The device according to claim 1 or 2, characterized in that: the lidar system comprises a lidar scanner, a dynamic Beidou positioning module and attitude information collection system; 所述激光雷达扫描仪用于对进行路堑边坡逐点扫描,获取扫描的测试点相对与激光雷达扫描仪的位置数据;The lidar scanner is used to scan the cutting and slope point by point, and obtain the position data of the scanned test point relative to the lidar scanner; 所述动态北斗定位模块,与北斗定位模块同时接受导航定位信号并设有接收北斗定位模块的接收机,获取激光雷达扫描仪准确的定位坐标;The dynamic Beidou positioning module receives the navigation and positioning signal simultaneously with the Beidou positioning module and is provided with a receiver for receiving the Beidou positioning module, so as to obtain the accurate positioning coordinates of the lidar scanner; 姿态信息采集系统,用于根据采用移动雷达方位、位置和速度,并通过记录的初始状态进行初始校准。The attitude information acquisition system is used for initial calibration based on the orientation, position and velocity of the mobile radar and through the recorded initial state. 4.根据权利要求3所述的装置,其特征在于:两侧的激光雷达系统同步对对向的路堑边坡进行扫描。4 . The device according to claim 3 , wherein the laser radar systems on both sides scan the opposite cutting slopes synchronously. 5 . 5.根据权利要求2所述的装置,其特征在于:所述导轨系统包括沿路堑边坡的坡面铺设的导轨,不连续坡面上所铺设的导轨间采用转向器连接,所述导轨系统铺设的位置对应于所述的激光雷达系统能够实现对向路堑边坡的全范围扫描。5. The device according to claim 2, wherein the guide rail system comprises guide rails laid along the slope of the cutting slope, and the guide rails laid on the discontinuous slope are connected by diverters, and the guide rail system The position of the laying corresponds to that the lidar system can realize the full range scanning of the opposite road cutting slope. 6.根据权利要求1或2所述的装置,其特征在于:所述的北斗定位模块还包括接收所述激光雷达的扫描信息,并将所接收的扫描信息通过卫星信号发送到运算模块中。6 . The device according to claim 1 or 2 , wherein the Beidou positioning module further comprises receiving scanning information of the lidar, and sending the received scanning information to the computing module through satellite signals. 7 . 7.根据权利要求6所述的装置,其特征在于:所述的北斗定位模块或所述的动态北斗定位模块采用的是北斗GNSS定位模块。7 . The device according to claim 6 , wherein the Beidou positioning module or the dynamic Beidou positioning module adopts a Beidou GNSS positioning module. 8 . 8.一种监测路堑边坡变形度的方法,其特征在于,基于权利要求1-7任一项所的装置获得的扫描数据对路堑边坡的坡面地形进行计算,包括:8. a method for monitoring the degree of deformation of the cutting slope, characterized in that, based on the scanning data obtained by the device of any one of claims 1-7, the slope terrain of the cutting slope is calculated, comprising: 步骤一:固定在路堑边坡首尾两端的所述北斗定位模块获得准确的在地球上的三维坐标;Step 1: The Beidou positioning module fixed at the beginning and end of the cutting slope obtains accurate three-dimensional coordinates on the earth; 步骤二:设置在路堑边坡的激光雷达系统对路堑边坡进行扫描,获得扫描测试点的数据包括:Step 2: The laser radar system installed on the cutting slope scans the cutting slope, and the data obtained from the scanning test points include: 从激光雷达扫描仪中心所发出的激光线扫描到测试点位置时与大地坐标轴的夹角为(θy,θp,θr),When the laser line emitted from the center of the lidar scanner scans to the position of the test point, the included angle with the geodetic axis is (θy, θp, θr), 激光雷达相对于测试点的高度D,The height D of the lidar relative to the test point, 激光雷达扫描仪的视线角度A,The sight angle A of the lidar scanner, 激光雷达扫描仪的高低角度H,The high and low angle H of the lidar scanner, 和动态北斗定位模块坐标(XG,YG,ZG);and dynamic Beidou positioning module coordinates (X G , Y G , Z G ); 其中,所述动态北斗定位模块坐标(XG,YG,ZG)是基于步骤一种的两个北斗定位模块的坐标获得;Wherein, the dynamic Beidou positioning module coordinates (X G , Y G , Z G ) are obtained based on the coordinates of two Beidou positioning modules in step one; 步骤三:运算模块根据所获得的扫描数据计算测试点的坐标值,并将对应于路堑边坡点一系列测试点的三维坐标连接为点云数据,之后基于所获得的点云数据计算路堑边坡的变形量。Step 3: The calculation module calculates the coordinate value of the test point according to the obtained scan data, and connects the three-dimensional coordinates of a series of test points corresponding to the cutting and slope points as point cloud data, and then calculates the cutting edge based on the obtained point cloud data. Deformation of the slope. 9.根据权利要求8所述一种监测路堑边坡变形度的方法,其特征在于:步骤三,运算模块根据以下公式计算测试点的坐标值(X,Y,Z)如下:9. a kind of method for monitoring the deformation degree of cutting slope according to claim 8, is characterized in that: step 3, the coordinate value (X, Y, Z) of calculating test point calculated by calculation module according to following formula is as follows:
Figure FDA0002600618880000021
Figure FDA0002600618880000021
其中:
Figure FDA0002600618880000022
in:
Figure FDA0002600618880000022
式中,(X1,Y1,Z1)为测量点相对激光扫描系统的坐标。In the formula, (X 1 , Y 1 , Z 1 ) are the coordinates of the measurement point relative to the laser scanning system.
10.根据权利要求8所述一种监测路堑边坡变形度的方法,其特征在于:所述变形量的计算为基于实时得到的点云数据与上一次的点云数据对比计算变形量。10 . A method for monitoring the deformation degree of cutting slope according to claim 8 , wherein the calculation of the deformation amount is based on the comparison between the point cloud data obtained in real time and the point cloud data of the previous time. 10 .
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112627243A (en) * 2020-11-12 2021-04-09 山东大学 Soil nailing wall quality and monitoring device and method for cavity behind wall
CN114415203A (en) * 2021-12-24 2022-04-29 苏州科技大学 Slope section monitoring and early warning system combining Beidou positioning and unmanned aerial vehicle radar
WO2022098783A1 (en) * 2020-11-03 2022-05-12 2KR Systems, LLC Methods of and systems for remotely monitoring mobile systems using gnss-based technologies
CN115761174A (en) * 2022-11-18 2023-03-07 河海大学 Laser radar-based dike life monitoring method and system and electronic equipment
CN119291744A (en) * 2024-12-11 2025-01-10 北京中关村智连安全科学研究院有限公司 Slope monitoring method and system for complex terrain and vegetation coverage environment
CN119291744B (en) * 2024-12-11 2025-02-25 北京中关村智连安全科学研究院有限公司 A slope monitoring method and system for complex terrain and vegetation coverage environment

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060273946A1 (en) * 2005-06-03 2006-12-07 Krikorian Kapriel V Technique for low grazing angle 3D SAR target recognition
CN202793331U (en) * 2011-12-15 2013-03-13 中国铁道科学研究院铁道建筑研究所 Railway side slope vehicle-mounted scanning detection system
CN107101666A (en) * 2017-03-24 2017-08-29 广东省交通规划设计研究院股份有限公司 A kind of intellectual faculties of cut slope Construction engineering geology condition
CN110453731A (en) * 2019-08-15 2019-11-15 中国水利水电科学研究院 A dam slope deformation monitoring system and method
CN212569147U (en) * 2020-07-24 2021-02-19 杭州都市高速公路有限公司 A device for monitoring the deformation degree of cutting slope

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060273946A1 (en) * 2005-06-03 2006-12-07 Krikorian Kapriel V Technique for low grazing angle 3D SAR target recognition
CN202793331U (en) * 2011-12-15 2013-03-13 中国铁道科学研究院铁道建筑研究所 Railway side slope vehicle-mounted scanning detection system
CN107101666A (en) * 2017-03-24 2017-08-29 广东省交通规划设计研究院股份有限公司 A kind of intellectual faculties of cut slope Construction engineering geology condition
CN110453731A (en) * 2019-08-15 2019-11-15 中国水利水电科学研究院 A dam slope deformation monitoring system and method
CN212569147U (en) * 2020-07-24 2021-02-19 杭州都市高速公路有限公司 A device for monitoring the deformation degree of cutting slope

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