CN118501848A - Laser reflection point distance and azimuth calculating device and method for inner wall of wading space - Google Patents
Laser reflection point distance and azimuth calculating device and method for inner wall of wading space Download PDFInfo
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Abstract
本发明公开一种涉水空间内壁的激光反射点距离与方位解算装置及方法。该装置包括用于进行涡旋激光的生成、发射与接收的涡旋激光收发模组、用于进行回波数据分析、解算激光反射点的距离与方位的控制与信息处理单元、用于在探测过程中带动涡旋激光收发模组等其他组件旋转扫描采集信息的360°旋转部件、以及用于对内部其他组件进行防水防护的外部水密结构。本发明利用前端光学结构抑制激光光束透水传播造成的散射噪声,并将涉水空间内部的三维探测情况分为无水段三维探测、满水段三维探测与局部积水段三维探测三种情况,分别提出全空气链路中、全水体链路中、空气‑水体‑空气链路中反射点距离与方位解算方法。本发明适用范围更广、测量精度更高。
The present invention discloses a device and method for calculating the distance and azimuth of laser reflection points on the inner wall of a water-wading space. The device includes a vortex laser transceiver module for generating, transmitting and receiving vortex lasers, a control and information processing unit for performing echo data analysis and calculating the distance and azimuth of laser reflection points, a 360° rotating component for driving other components such as the vortex laser transceiver module to rotate, scan and collect information during the detection process, and an external watertight structure for waterproofing other internal components. The present invention utilizes a front-end optical structure to suppress the scattering noise caused by the propagation of laser beams through water, and divides the three-dimensional detection conditions inside the water-wading space into three conditions: three-dimensional detection of waterless sections, three-dimensional detection of full water sections and three-dimensional detection of local water accumulation sections, and respectively proposes methods for calculating the distance and azimuth of reflection points in full air links, full water links, and air-water-air links. The present invention has a wider scope of application and higher measurement accuracy.
Description
技术领域Technical Field
本发明涉及一种涉水空间内壁的激光反射点距离与方位解算装置及方法,属于三维信息感知技术领域。The invention relates to a device and method for calculating the distance and orientation of laser reflection points on the inner wall of a wading space, belonging to the technical field of three-dimensional information perception.
背景技术Background Art
激光雷达扫描三维探测技术通过将对外主动发射的激光信号与接收到的回波信号进行比较,解算激光反射点距离与方位,即可快速获得包含周边场景的三维激光点云,具有非接触、扫描速度快等优点,已被广泛应用于各种场景的三维点云数据获取。LiDAR scanning 3D detection technology can quickly obtain a 3D laser point cloud containing the surrounding scene by comparing the laser signal actively emitted to the outside with the received echo signal and calculating the distance and direction of the laser reflection point. It has the advantages of non-contact and fast scanning speed, and has been widely used in the acquisition of 3D point cloud data in various scenarios.
然而,地下管道、隧道、洞穴等场景内可能出现不同程度的局部积水情况。在该场景中进行三维探测,可能经过无水段、局部积水段与满水段,尤其在局部积水段,激光雷达中发射的激光光束及其反射光束将经过空气与水体两种不同介质,受到空气-水体界面处的反射、折射影响以及积水内悬浮粒子的散射干扰,导致光程路径与传播速度的改变以及回波信号中大量后向噪声的引入,造成水体下方激光反射点距离与方位计算结果出现偏差,将大幅降低三维点云坐标解算精度。因此,提出一种适用范围更广、测量精度更高的激光雷达三维探测技术对涉水空间的精准三维感知与安全状态诊断具有重要意义。However, underground pipelines, tunnels, caves and other scenes may have different degrees of local water accumulation. In this scene, three-dimensional detection may pass through waterless sections, local water accumulation sections and full water sections. Especially in the local water accumulation section, the laser beam emitted by the lidar and its reflected beam will pass through two different media, air and water, and will be affected by reflection and refraction at the air-water interface and scattering interference of suspended particles in the water, resulting in changes in the optical path and propagation speed and the introduction of a large amount of backward noise in the echo signal, causing deviations in the calculation results of the distance and azimuth of the laser reflection point under the water, which will greatly reduce the accuracy of the three-dimensional point cloud coordinate solution. Therefore, it is of great significance to propose a lidar three-dimensional detection technology with a wider range of applications and higher measurement accuracy for accurate three-dimensional perception and safety status diagnosis of water-related spaces.
发明内容Summary of the invention
发明目的:本发明所要解决的技术问题是:提出一种涉水空间内壁的激光反射点距离与方位解算装置及方法,克服在激光传输与接收光程链路中经过空气-水体跨介质传输造成信号衰减、光程路径与传播速度改变对激光测距的影响,实现存在不确定性积水空间内部激光点云坐标的准确解算。Purpose of the invention: The technical problem to be solved by the present invention is: to propose a device and method for calculating the distance and azimuth of laser reflection points on the inner wall of a water-wading space, to overcome the influence of signal attenuation, optical path and propagation speed change on laser ranging caused by air-water cross-medium transmission in the laser transmission and receiving optical path link, and to realize accurate calculation of laser point cloud coordinates inside a water-filled space with uncertainty.
上述的目的通过以下技术方案实现:The above purpose is achieved through the following technical solutions:
本发明首先提供一种涉水空间内壁的激光反射点距离与方位解算装置,该装置包括:用于进行涡旋激光的生成、发射与接收的涡旋激光收发模组、用于进行回波数据分析、解算激光反射点的距离与方位的控制与信息处理单元、用于在探测过程中带动涡旋激光收发模组等其他组件旋转扫描采集信息的360°旋转部件、以及用于对内部其他组件进行防水防护的外部水密结构;所述涡旋激光收发模组包括涡旋激光发射模组与涡旋激光接收模组,所述涡旋激光发射模组包括激光发射光源,所述激光发射光源前端依次设置有整形系统以及螺旋相位板一;所述涡旋激光接收模组包括接收镜、滤光片、螺旋相位板二以及遮光片,最后被光电探测器接收,所述螺旋相位板一与所述螺旋相位板二结构相同;所述遮光片位于所述螺旋相位板二的中心轴上。The present invention first provides a device for calculating the distance and azimuth of a laser reflection point on the inner wall of a wading space, the device comprising: a vortex laser transceiver module for generating, transmitting and receiving vortex lasers, a control and information processing unit for performing echo data analysis and calculating the distance and azimuth of laser reflection points, a 360° rotating component for driving other components such as the vortex laser transceiver module to rotate, scan and collect information during detection, and an external watertight structure for waterproofing other internal components; the vortex laser transceiver module comprises a vortex laser transmitting module and a vortex laser receiving module, the vortex laser transmitting module comprises a laser transmitting light source, a shaping system and a spiral phase plate 1 are sequentially arranged at the front end of the laser transmitting light source; the vortex laser receiving module comprises a receiving mirror, a filter, a spiral phase plate 2 and a shading plate, and is finally received by a photoelectric detector, the spiral phase plate 1 and the spiral phase plate 2 having the same structure; the shading plate is located on the central axis of the spiral phase plate 2.
进一步地,所述激光发射光源采用905nm脉冲激光器;所述滤光片采用905nm的滤光片。Furthermore, the laser emission light source adopts a 905nm pulse laser; the filter adopts a 905nm filter.
进一步地,所述的涡旋激光接收模组中,接收镜由接收光学镜头、APD雪崩光电二极管组成,所述遮光片放置于光电探测器接收口的中心区域,且遮光片直径为涡旋光光束直径的一半,即Lla/2,其中Lla表示涡旋激光光束直径,该数据通过多次测量并取平均值获得。Furthermore, in the vortex laser receiving module, the receiving mirror is composed of a receiving optical lens and an APD avalanche photodiode, the shading plate is placed in the central area of the photodetector receiving port, and the diameter of the shading plate is half the diameter of the vortex light beam, that is, L la /2, where L la represents the diameter of the vortex laser beam, and the data is obtained by multiple measurements and taking the average value.
本发明还提供一种上述的涉水空间内壁的激光反射点距离与方位解算装置进行涉水空间内壁的激光反射点距离与方位解算的方法,该方法为:所述涡旋激光发射模组中,以905nm脉冲激光器作为激光发射光源发射的激光经过整形系统对光束进行整形后,通过螺旋相位板一将高斯激光调制为涡旋激光作为测距发射光源,向周边发射,发射的激光进入涉水空间内壁点经反射的回波信号反射至所述的涡旋激光接收模组,所述的涡旋激光接收模组中的接收镜接收反射回波信号后,经过905nm的滤光片过滤,再通过与所述螺旋相位板一同样规格的螺旋相位板二,得到返回的含噪涡旋激光,利用黑色遮光片将涡旋激光中心部分挡住,利用涡旋激光在散射介质中传输特性,实现水体后向散射回波的空间过滤,再将过滤后具有高信噪比的回波信号传输至光电探测系统并被系统识别和检测,根据接收到的回波信号强度,判断当前激光探测的光程链路组成情况类型;根据光程链路组成情况类型进行回波信号分析,实现激光反射点的距离与方位解算;根据发射与接收信号的时间差、旋转部件角度信息计算水底内壁反射回波信号周边三维反射点坐标,得到三维激光点云。The present invention also provides a method for calculating the distance and azimuth of the laser reflection point on the inner wall of the wading space by using the above-mentioned device for calculating the distance and azimuth of the laser reflection point on the inner wall of the wading space. The method is as follows: in the vortex laser emission module, the laser emitted by a 905nm pulse laser as the laser emission light source is shaped by the beam shaping system, and then the Gaussian laser is modulated into a vortex laser as a distance measurement emission light source through a spiral phase plate, and emitted to the periphery. The emitted laser enters the inner wall point of the wading space and the reflected echo signal is reflected to the vortex laser receiving module. After the receiving mirror in the vortex laser receiving module receives the reflected echo signal, it is filtered by a 905nm filter and then filtered by the spiral phase plate. The spiral phase plate 2 is of the same specification as the plate 1, and the returned noisy vortex laser is obtained. The central part of the vortex laser is blocked by a black shading sheet. The transmission characteristics of the vortex laser in the scattering medium are used to realize the spatial filtering of the backscattered echo of the water body, and then the filtered echo signal with a high signal-to-noise ratio is transmitted to the photoelectric detection system and is recognized and detected by the system. According to the intensity of the received echo signal, the type of optical path link composition of the current laser detection is judged; the echo signal is analyzed according to the type of optical path link composition to realize the distance and azimuth calculation of the laser reflection point; the three-dimensional reflection point coordinates around the echo signal reflected from the inner wall of the water bottom are calculated according to the time difference between the transmitted and received signals and the angle information of the rotating components to obtain a three-dimensional laser point cloud.
进一步地,所述根据接收到的回波信号强度,判断当前激光探测的光程链路组成情况类型,具体方法包含的步骤如下:Furthermore, the method of judging the type of the optical path link composition of the current laser detection according to the received echo signal strength includes the following steps:
设回波信号强度为R、回波信号强度的两个阈值{Tl,Th}且Tl<Th;Assume that the echo signal strength is R, the two thresholds of the echo signal strength are {T l , Th } and T l <Th;
当R>Th,激光回波信号强,说明当前激光的光程中未经过水体,激光扫描区域不存在积水,则采用全空气链路中反射点距离与方位解算方法;When R> Th , the laser echo signal is strong, indicating that the current laser light path does not pass through the water body, and there is no water in the laser scanning area. Then the reflection point distance and azimuth solution method in the full air link is adopted;
当R<Tl时,说明激光受到了严重衰减,表明当前激光光程全部在水体范围内,扫描区域内充满了水体,采用全水体链路中反射点距离与方位解算方法;When R<T l , it means that the laser is severely attenuated, indicating that the current laser optical path is all within the water body range, and the scanning area is full of water. The reflection point distance and azimuth solution method in the full water body link is adopted;
当Tl<R<Th,说明当前扫描区域存在局部积水,激光在传播过程中经过了空气-水体两种介质,对激光信号产生了部分衰减,采用空气-水体-空气链路中反射点距离与方位解算方法。When T l <R< Th , it means that there is local water accumulation in the current scanning area. The laser passes through two media, air and water, during the propagation process, which causes partial attenuation of the laser signal. The distance and azimuth solution method of the reflection point in the air-water-air link is adopted.
进一步地,所述全空气链路中反射点距离与方位解算方法,具体解算过程为:假设该束激光发射的时间为回波信号的接收时间为计算激光发射至接收信号之间的时间差利用激光在空气介质中的传播时间va计算反射点与涡旋激光收发模组之间的距离Dis1=Td1·va,反射点所在方位即为激光雷达装置的旋转角度即可获取当前反射点坐标 Furthermore, the method for calculating the distance and azimuth of the reflection point in the all-air link is specifically calculated as follows: Assuming that the time of the laser beam emission is The receiving time of the echo signal is Calculate the time difference between laser emission and received signal The distance Dis 1 = Td 1 · va between the reflection point and the vortex laser transceiver module is calculated using the propagation time v a of the laser in the air medium. The direction of the reflection point is the rotation angle of the laser radar device. You can get the coordinates of the current reflection point
进一步地,所述全水体链路中反射点距离与方位解算方法,具体解算过程为:假设该束激光发射的时间为回波信号的接收时间为计算激光发射至接收信号之间的时间差利用激光在水体介质中的传播时间vb计算反射点与涡旋激光收发模组之间的距离Dis2=Td2·vb,反射点所在方位即为激光雷达装置的旋转角度即可获取当前反射点坐标 Furthermore, the method for calculating the distance and azimuth of the reflection point in the full water link is specifically calculated as follows: Assuming that the time of the laser beam emission is The receiving time of the echo signal is Calculate the time difference between laser emission and received signal The distance Dis 2 = Td 2 · v b between the reflection point and the vortex laser transceiver module is calculated using the propagation time v b of the laser in the water medium. The direction of the reflection point is the rotation angle of the laser radar device. You can get the coordinates of the current reflection point
进一步地,所述空气-水体-空气链路中反射点距离与方位解算方法,具体解算过程采用基于高斯拟合的回波信号分解方法,具体如下:Furthermore, the method for calculating the distance and azimuth of the reflection point in the air-water-air link adopts an echo signal decomposition method based on Gaussian fitting, which is as follows:
采用2个高斯函数分别拟合水面回波和水底回波:Two Gaussian functions are used to fit the water surface echo and the bottom echo respectively:
其中,N=2以分别拟合水面信号与水下信号,t为激光接收模组接收回波信号对应的时间,αi、μi、δi分别表示第i个高斯波形分类的强度、位置和脉冲半高宽;Wherein, N=2 is used to fit the surface signal and the underwater signal respectively, t is the time corresponding to the laser receiving module receiving the echo signal, α i , μ i , δ i represent the intensity, position and pulse half-height width of the i-th Gaussian waveform classification respectively;
构建目标函数fC,并最小化该目标函数,以求解该高斯函数中的参数值。An objective function f C is constructed and minimized to find the parameter values in the Gaussian function.
其中,Y(t)为激光接收模组获取的回波信号原始波形,根据峰值检测法设置高斯分量的初始值估计,再利用Levenberg-Marquardt非线性递归最小二乘法求解参数的最优解,分别得到水面回波信号高斯函数拟合波形函数以及水底回波信号的高斯函数拟合波形函数以及两个回波波峰对应的时间假设该束激光发射的时间为则可根据激光在空气介质va与水体中的传播速度vb解算得到涡旋激光三维探测装置-水面入射点距离入射点-水体下方内壁反射点距离 Among them, Y(t) is the original waveform of the echo signal obtained by the laser receiving module. The initial value of the Gaussian component is estimated according to the peak detection method, and then the Levenberg-Marquardt nonlinear recursive least squares method is used to solve the optimal solution of the parameters, and the Gaussian function fitting waveform function of the water surface echo signal is obtained respectively. And the Gaussian function fitting waveform function of the bottom echo signal And the time corresponding to the two echo peaks Assume that the laser beam is emitted at a time of The distance between the vortex laser three-dimensional detection device and the incident point on the water surface can be calculated based on the propagation speed of the laser in the air medium v a and the water body v b. Distance between the incident point and the reflection point on the inner wall below the water body
此外,受传输介质变化影响,激光在空气-水体界面的折射效应使其传输方向发生偏折,已知激光在水面的入射角θa、水下折射角为θw、空气与水体的折射因子na、nw,根据Snell法可知sinθana=sinθwnw,当前涡旋激光收发模组与初始方向,即地面垂直方向之间的角度为则激光发射角度也为且则直接计算水体下方内壁反射点在激光收发装置坐标系中的距离值为Dis3=Da+Dw、方位角为 In addition, affected by the change of transmission medium, the refraction effect of laser at the air-water interface causes its transmission direction to be deflected. Given the incident angle of laser on the water surface θa , the underwater refraction angle θw , and the refraction factors of air and water na and nw , according to the Snell method, sinθa n a = sinθw n w , the angle between the current vortex laser transceiver module and the initial direction, that is, the vertical direction of the ground, is The laser emission angle is and but Directly calculate the distance value of the reflection point on the inner wall below the water body in the coordinate system of the laser transceiver as Dis 3 = Da + D w and the azimuth angle as
进一步地,在空-水跨介质传播折射作用下,根据从激光收发装置坐标系中反向定位得到的三维点P′点坐标与P无法重合,说明跨介质折射导致水体底部内壁反射点P在激光收发装置坐标系中的定位发生偏移,影响反射点三维坐标解算精度,需要根据折射光线路径变化对测距结果与当前反射点方位进行修正,根据光线传播几何模型可以推导水体下方内壁反射点的修正距离与修正方位角度 Furthermore, under the refraction effect of air-water cross-medium propagation, according to The coordinates of the three-dimensional point P′ obtained by reverse positioning from the coordinate system of the laser transceiver cannot coincide with P, indicating that cross-medium refraction causes the positioning of the reflection point P on the inner wall of the bottom of the water body to shift in the coordinate system of the laser transceiver, affecting the accuracy of the three-dimensional coordinate solution of the reflection point. It is necessary to correct the distance measurement result and the current reflection point orientation according to the change of the refracted light path. The corrected distance of the reflection point on the inner wall below the water body can be derived according to the light propagation geometric model. With the corrected azimuth angle
即可获取当前反射点坐标 You can get the coordinates of the current reflection point
与现有技术相比,本发明的有益效果是:本发明建立单一空气介质传播、单一水体介质传播、与空-水跨介质传播三种不同光程链路情况的三维坐标测算方案,根据回波信号强度判断激光传输光程链路情况进行方案的自主选择,建立前端光学调控技术与后端信息处理技术联合的干扰消除与误差修正机制,获取涉水空间的高精度激光三维点云,具有较高的工程应用价值。Compared with the prior art, the beneficial effects of the present invention are as follows: the present invention establishes three-dimensional coordinate measurement schemes for three different optical path link conditions: single air medium propagation, single water medium propagation, and air-water cross-medium propagation. The scheme is independently selected by judging the laser transmission optical path link condition according to the echo signal intensity. An interference elimination and error correction mechanism combining front-end optical control technology and back-end information processing technology is established to obtain high-precision laser three-dimensional point cloud of water-related space, which has high engineering application value.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为涉水空间内壁的激光反射点距离与方位解算方法流程图;FIG1 is a flow chart of a method for calculating the distance and orientation of laser reflection points on the inner wall of a wading space;
图2为涉水空间内部涡旋激光三维探测光学结构设计示意图;FIG2 is a schematic diagram of the optical structure design of vortex laser three-dimensional detection inside a water-wading space;
图3为涡旋激光收发模组构成示意图;FIG3 is a schematic diagram of the structure of a vortex laser transceiver module;
图4为三种涉水空间中激光三维探测光程链路类型示意图;FIG4 is a schematic diagram of three types of laser three-dimensional detection optical path links in water-wading space;
图5为空气-水体-空气链路中反射点距离与方位解算方法示意图。FIG5 is a schematic diagram of a method for calculating the distance and azimuth of a reflection point in an air-water-air link.
具体实施方式DETAILED DESCRIPTION
本发明的涉水密闭空间内壁的激光反射点距离与方位解算方法如图1所述。The method for calculating the distance and orientation of the laser reflection point on the inner wall of a water-enclosed space of the present invention is as shown in FIG1 .
(1)首先搭建本发明的涉水空间内壁的激光反射点距离与方位解算装置如图2所示,该装置包含:(1) First, a laser reflection point distance and orientation calculation device for the inner wall of a water-wading space of the present invention is constructed as shown in FIG2 . The device comprises:
涡旋激光收发模组,用于进行涡旋激光的生成、发射与接收。如图3所示,该涡旋激光收发模组又分为涡旋激光发射模组与涡旋激光接收模组。在激光发射模组中,以905nm脉冲激光器作为激光发射光源,发射激光经过整形系统对光束进行整形后,通过涡旋相位板将高斯激光调制为涡旋激光作为测距发射光源,向周边发射。回波信号反射至涡旋激光接收模组,被接收镜接收后,经过905nm的滤光片过滤后,再通过同样规格的螺旋相位板,可得到返回的含噪涡旋激光,利用黑色遮光片将涡旋激光中心部分挡住,利用涡旋激光在散射介质中传输特性,实现水体后向散射回波的空间过滤,再将过滤后具有高信噪比的回波信号传输至光电探测系统并被系统识别和检测,分析回波信号与发射信号的时间差,计算当前发射激光装置与管道内壁反射点之间的距离与方位。接收镜由接收光学镜头、APD雪崩光电二极管组成,所述遮光片放置于光电探测器接收口的中心区域,且遮光片直径为涡旋光光束直径的一半,即Lla/2,其中Lla表示涡旋激光光束直径,该数据通过多次测量并取平均值获得。The vortex laser transceiver module is used for generating, transmitting and receiving vortex lasers. As shown in FIG3 , the vortex laser transceiver module is further divided into a vortex laser transmitting module and a vortex laser receiving module. In the laser transmitting module, a 905nm pulse laser is used as the laser transmitting light source. After the transmitting laser is shaped by the shaping system, the Gaussian laser is modulated into a vortex laser as a ranging transmitting light source through the vortex phase plate and emitted to the periphery. The echo signal is reflected to the vortex laser receiving module, received by the receiving mirror, filtered by a 905nm filter, and then passed through a spiral phase plate of the same specification to obtain the returned noisy vortex laser. The center part of the vortex laser is blocked by a black shading sheet, and the transmission characteristics of the vortex laser in the scattering medium are used to realize the spatial filtering of the backscattered echo of the water body, and then the filtered echo signal with a high signal-to-noise ratio is transmitted to the photoelectric detection system and recognized and detected by the system, and the time difference between the echo signal and the transmitting signal is analyzed to calculate the distance and direction between the current transmitting laser device and the reflection point on the inner wall of the pipeline. The receiving mirror is composed of a receiving optical lens and an APD avalanche photodiode. The shading plate is placed in the central area of the photodetector receiving port, and the diameter of the shading plate is half of the diameter of the vortex light beam, that is, L la /2, where L la represents the diameter of the vortex laser beam. The data is obtained by multiple measurements and taking the average value.
控制与信息处理单元,用于进行回波数据分析、解算激光反射点的距离与方位;Control and information processing unit, used to analyze echo data and calculate the distance and direction of the laser reflection point;
360°旋转部件,用于在探测过程中带动涡旋激光收发模组等其他组件旋转扫描采集信息:The 360° rotating component is used to drive the vortex laser transceiver module and other components to rotate and scan and collect information during the detection process:
外部水密结构,为高透光材质制作的水密外壳,用于对内部其他组件进行防水防护。The external watertight structure is a watertight shell made of highly light-transmitting material, which is used to provide waterproof protection for other internal components.
涉水空间内部涡旋激光三维探测光学结构运行过程为:360°旋转部件带动涡旋激光收发模组,涡旋激光发射模组发送涡旋激光并接收回波信号,根据发射与接收信号的时间差、旋转部件角度等信息计算周边三维反射点坐标,得到三维激光点云。The operation process of the vortex laser three-dimensional detection optical structure inside the wading space is as follows: the 360° rotating component drives the vortex laser transceiver module, the vortex laser transmitting module sends the vortex laser and receives the echo signal, and calculates the coordinates of the surrounding three-dimensional reflection points according to the time difference between the transmitting and receiving signals, the angle of the rotating component and other information to obtain the three-dimensional laser point cloud.
(2)在涉水空间采用激光三维探测技术,其光程链路可能包含如图4所示的三种情况。(2) When using laser three-dimensional detection technology in water-related spaces, the optical path link may include the three situations shown in Figure 4.
情况1:在空间无水段,激光传播与反射接收全链路均在空气范围内,全空气链路中的激光传播速度一致且能量几乎没有损耗,具有较强的回波信号。Case 1: In the waterless section of space, the entire link of laser propagation and reflection reception is within the air range. The laser propagation speed in the full air link is consistent and there is almost no energy loss, with a strong echo signal.
情况2:在空间的满水段,激光产波与反射接收全链路均在水体范围内,激光传播速度一致,但激光传播过程中将受到水体吸收造成能量衰减、以及水体内悬浮颗粒散射干扰造成回波信号被噪声淹没。Case 2: In the water-filled section of the space, the entire link of laser wave generation and reflection reception is within the water body, and the laser propagation speed is consistent. However, during the laser propagation process, it will be absorbed by the water body, causing energy attenuation, and the echo signal will be submerged by noise due to scattering interference from suspended particles in the water body.
情况3:在空间局部涉水段,激光首先在空气中传播,再照射到水体表面,经过空气-水体界面时,部分激光被散射和反射,被接收器件接收,形成水面回波;剩余激光进入水体内部,到达水体下方的地下空间内壁表面;内壁表面发生漫反射后,激光回波信号再次穿透水体,通过水体-空气界面,被接收器件接收,形成水下回波。由于地下空间内局部淤积的水体通常具有一定浑浊度,包含大量悬浮颗粒。在空气-水体-空气链路中,激光光束信号两次穿透水体,在传输过程中将受到水体吸收导致的能量衰减、水面反射信号的混淆、空气-水体跨介质折射造成的光线轨迹与传播速度变化、水体悬浮颗粒散射导致的噪声等问题。因此,激光探测的回波波形将包含水面回波、水体后向散射回波和水底回波三部分。Case 3: In the local wading section of space, the laser first propagates in the air, then irradiates the surface of the water body. When passing through the air-water interface, part of the laser is scattered and reflected, and is received by the receiving device to form a water surface echo; the remaining laser enters the water body and reaches the inner wall surface of the underground space below the water body; after diffuse reflection on the inner wall surface, the laser echo signal penetrates the water body again, passes through the water-air interface, and is received by the receiving device to form an underwater echo. Because the local silted water in the underground space usually has a certain turbidity and contains a large number of suspended particles. In the air-water-air link, the laser beam signal penetrates the water body twice. During the transmission process, it will be affected by energy attenuation caused by water absorption, confusion of water surface reflection signals, changes in light trajectory and propagation speed caused by cross-medium refraction between air and water, and noise caused by scattering of suspended particles in the water body. Therefore, the echo waveform of laser detection will include three parts: water surface echo, water backscattered echo, and bottom echo.
由于水体将对激光产生不同程度的吸收衰减,因此,全空气链路中的激光反射回波信号最强,全水体链路中的激光反射回波信号最弱,透水情况下的空气-水体-空气链路中的激光反射回波信号强度处于前两者之间。可通过检测回波信号的强度判断光程链路的组成情况,为自主选择不同的反射点方位与角度解算方法提供依据。Since water will absorb and attenuate lasers to varying degrees, the laser reflection echo signal in the all-air link is the strongest, the laser reflection echo signal in the all-water link is the weakest, and the laser reflection echo signal intensity in the air-water-air link under water permeability is between the first two. The composition of the optical path link can be determined by detecting the intensity of the echo signal, providing a basis for autonomously selecting different reflection point azimuth and angle calculation methods.
激光发射后,通过接收模组接收激光回波信号,设回波信号强度为R、回波信号强度的两个阈值{Tl,Th}且Tl<Th。After the laser is emitted, the laser echo signal is received by the receiving module. The echo signal strength is set to R, and two thresholds of the echo signal strength are set to {T l , Th }, and T l < Th .
(21)当R>Th,激光回波信号强,说明当前激光的光程中未经过水体,激光扫描区域不存在积水,则采用31)步骤的反射点方位与角度解算方法;(21) When R> Th , the laser echo signal is strong, indicating that the current laser light path does not pass through the water body, and there is no water in the laser scanning area, then the reflection point azimuth and angle solution method of step 31) is adopted;
(22)当R<Tl时,说明激光受到了严重衰减,表明当前激光光程全部在水体范围内,扫描区域内充满了水体,采用32)步骤中的全水体链路中反射点距离与方位解算方法;(22) When R < T l , it means that the laser is severely attenuated, indicating that the current laser optical path is all within the water body range and the scanning area is full of water. The distance and azimuth solution method of the reflection point in the full water body link in step 32) is adopted;
(23)当Tl<R<Th,说明激光在传播过程中经过了空气-水体两种介质,存在了部分衰减,当前扫描区域存在局部积水,采用33)步骤中的空气-水体-空气链路中反射点距离与方位解算方法。(23) When T l <R< Th , it means that the laser passes through two media, air and water, during the propagation process, and there is partial attenuation. There is local water accumulation in the current scanning area. The distance and azimuth solution method of the reflection point in the air-water-air link in step 33) is adopted.
(3)根据当前扫描激光传播链路情况,并分别进行反射点距离与方位的解算。(3) According to the current scanning laser propagation link situation, the distance and azimuth of the reflection point are calculated respectively.
(31)全空气链路中反射点距离与方位解算方法。假设该束激光发射的时间为回波信号的接收时间为计算激光发射至接收信号之间的时间差利用激光在空气介质中的传播时间va计算反射点与激光收发装置之间的距离Dis1=Td1·va,反射点所在方位即为激光雷达装置的旋转角度即可获取当前反射点坐标 (31) Method for calculating the distance and azimuth of the reflection point in the all-air link. Assume that the time of the laser beam emission is The receiving time of the echo signal is Calculate the time difference between laser emission and received signal The distance between the reflection point and the laser transceiver is calculated using the propagation time v a of the laser in the air medium: Dis 1 = Td 1 · v a . The direction of the reflection point is the rotation angle of the laser radar device. You can get the coordinates of the current reflection point
(32)全水体链路中反射点距离与方位解算方法。假设该束激光发射的时间为回波信号的接收时间为计算激光发射至接收信号之间的时间差利用激光在水体介质中的传播时间vb计算反射点与激光收发装置之间的距离Dis2=Td2·vb,反射点所在方位即为激光雷达装置的旋转角度即可获取当前反射点坐标 (32) Method for calculating the distance and azimuth of the reflection point in the full water link. Assume that the time of the laser beam emission is The receiving time of the echo signal is Calculate the time difference between laser emission and received signal The distance Dis 2 between the reflection point and the laser transceiver is calculated using the propagation time v b of the laser in the water medium . The direction of the reflection point is the rotation angle of the laser radar device . You can get the coordinates of the current reflection point
(33)空气-水体-空气链路中反射点距离与方位解算方法。透水三维探测情况下,需要考虑跨介质传输造成回波波形存在不同回波信号以及激光穿透空气-水体界面时折射造成的方位偏差情况。如图5所示。(33) Method for calculating the distance and azimuth of reflection points in air-water-air links. In the case of water-penetrating three-dimensional detection, it is necessary to consider the different echo signals in the echo waveform caused by cross-medium transmission and the azimuth deviation caused by refraction when the laser penetrates the air-water interface. See Figure 5.
水体区域激光收发装置与空间内壁反射点之间的距离需分为激光收发装置-水面入射点距离、入射点-水体下方内壁反射点距离两个部分,需要进一步从回波波形中区分并提取水面回波信号与水底回波信号。The distance between the laser transceiver in the water area and the reflection point on the inner wall of the space needs to be divided into two parts: the distance between the laser transceiver and the water surface incident point, and the distance between the incident point and the reflection point on the inner wall below the water body. It is necessary to further distinguish and extract the water surface echo signal and the bottom echo signal from the echo waveform.
本发明采用基于高斯拟合的回波信号分解方法。采用2个高斯函数分别拟合水面回波和水底回波。The present invention adopts an echo signal decomposition method based on Gaussian fitting, and adopts two Gaussian functions to fit the water surface echo and the water bottom echo respectively.
其中,N=2以分别拟合水面信号与水下信号,t为激光接收模组接收回波信号对应的时间,αi、μi、δi分别表示第i个高斯波形分类的强度、位置和脉冲半高宽。Wherein, N=2 is used to fit the water surface signal and the underwater signal respectively, t is the time corresponding to the laser receiving module receiving the echo signal, and α i , μ i , δ i represent the intensity, position and pulse half-width of the i-th Gaussian waveform classification respectively.
构建目标函数fC,并最小化该目标函数,以求解该高斯函数中的参数值。An objective function f C is constructed and minimized to find the parameter values in the Gaussian function.
其中,Y(t)为激光接收模组获取的回波信号原始波形。根据峰值检测法设置高斯分量的初始值估计,再利用Levenberg-Marquardt非线性递归最小二乘法求解参数的最优解,分别得到水面回波信号高斯函数拟合波形函数以及水底回波信号的高斯函数拟合波形函数以及两个回波波峰对应的时间假设该束激光发射的时间为则可根据激光在空气介质va与水体中的传播速度vb解算得到涡旋激光三维探测装置-水面入射点距离入射点-水体下方内壁反射点距离 Among them, Y(t) is the original waveform of the echo signal obtained by the laser receiving module. The initial value of the Gaussian component is estimated according to the peak detection method, and then the Levenberg-Marquardt nonlinear recursive least squares method is used to solve the optimal solution of the parameters, and the Gaussian function fitting waveform function of the water surface echo signal is obtained respectively. And the Gaussian function fitting waveform function of the bottom echo signal And the time corresponding to the two echo peaks Assume that the laser beam is emitted at a time of The distance between the vortex laser three-dimensional detection device and the incident point on the water surface can be calculated based on the propagation speed of the laser in the air medium v a and the water body v b. Distance from incident point to reflection point on the inner wall below the water body
此外,受传输介质变化影响,激光在空气-水体界面的折射效应使其传输方向发生偏折。已知激光在水面的入射角θa、水下折射角为θw、空气与水体的折射因子na、nw,根据Snell法可知sinθana=sinθwnw。当前涡旋激光三维探测装置与初始方向(地面垂直方向)之间的角度为则激光发射角度也为且则直接计算水体下方内壁反射点P在激光收发装置坐标系中的距离值为Dis3=Da+Dw、方位角为然而,在空-水跨介质传播折射作用下,根据从激光收发装置坐标系中反向定位得到的三维点P′点坐标与P无法重合,说明跨介质折射导致水体底部内壁反射点P在激光收发装置坐标系中的定位发生偏移,影响反射点三维坐标解算精度,需要根据折射光线路径变化对测距结果与当前反射点方位进行修正。根据光线传播几何模型可以推导水体下方内壁反射点的修正距离与修正方位角度 In addition, affected by the change of transmission medium, the refraction effect of laser at the air-water interface causes its transmission direction to be deflected. It is known that the incident angle of laser on the water surface is θa , the underwater refraction angle is θw , and the refraction factors of air and water are na and nw . According to the Snell method, it can be known that sinθa n a = sinθw nw . The angle between the current vortex laser 3D detection device and the initial direction (vertical direction of the ground) is The laser emission angle is and but Directly calculate the distance value of the reflection point P on the inner wall below the water body in the coordinate system of the laser transceiver as Dis 3 = Da + D w and the azimuth angle as However, under the refraction effect of air-water cross-medium propagation, according to The coordinates of the three-dimensional point P′ obtained by reverse positioning from the laser transceiver coordinate system cannot coincide with P, indicating that cross-medium refraction causes the positioning of the reflection point P on the inner wall of the bottom of the water body to shift in the laser transceiver coordinate system, affecting the accuracy of the three-dimensional coordinate solution of the reflection point. It is necessary to correct the distance measurement result and the current reflection point orientation according to the change in the refracted light path. The corrected distance of the inner wall reflection point under the water body can be derived based on the light propagation geometric model. With the corrected azimuth angle
即可获取当前反射点坐标 You can get the coordinates of the current reflection point
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