首页|基于激光雷达扫描的观览车摆角测量方法

基于激光雷达扫描的观览车摆角测量方法

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针对现有的倾角仪在测量大型观览车最大摆角时存在的安装复杂、测量效率低下问题,本文提出了一种结合特征滤波与投影转换的摆角测量方法.该方法综合使用激光雷达与监控相机的数据,实现对大型观览车摆角的非接触式精确测量.首先,通过方向特征滤波器选取摆臂部分的点云;接着,利用形状特征滤波器移除不规则形状的点云;然后,将这些点云投影至二维平面,并用最小二乘法拟合边缘直线来解算摆角.最后,通过等比例模型实验得到该方法角度测量平均误差绝对值为0.29°,最大误差绝对值为0.45°.实验结果表明,该方法能有效提升大型观览车摆角的测量效率并确保测量精度.
Swing-angle measuring for observation vehicle based on LiDAR scanning
Aiming at the problems of complicated installation and low measurement efficiency of existing inclinometers in measuring the maximum pendulum angle of large observation cars,a swing angle measurement method that com-bines feature filtering and projection conversion is proposed in this paper.This method uses a combination of LiDAR and surveillance camera data to achieve non-contact,accurate measurement of the swing angle of a large observation vehicle.Firstly,the point cloud of the swing arm is selected by a directional feature filter.Then,the irregularly shaped point cloud is removed by a shape feature filter.Next,the point cloud is projected to a two-dimensional plane and the edge straight line is fitted by the least-squares method to solve the swing angle.Finally,the average absolute value of the angle measurement error of the method is 0.29°,and the maximum absolute value of the error is 0.45°,which is obtained by the equal scale model experiment.The experimental results show that the method can effectively improve the efficiency and ensure the accuracy of the measurement of the pendulum angle of the large observation car.

laser point cloudobservation carfeature filteringprojection transformationpendulum angle measurement

余鹏程、熊芝、董佳乐、黄荔生、胡诚

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湖北工业大学机械工程学院,湖北武汉 430068

湖北省现代制造质量工程重点实验室,湖北武汉 430068

江西省检验检测认证总院特种设备检验检测研究院,江西南昌 330029

江西省检验检测认证总院特种设备检验检测研究院鹰潭检测分院,江西鹰潭 335000

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激光点云 观览车 特征滤波 投影变换 摆角测量

国家市场监督管理总局科技计划项目江西省市场监督管理局科技项目

2021MK057GSJK202107

2024

激光与红外
华北光电技术研究所

激光与红外

CSTPCD北大核心
影响因子:0.723
ISSN:1001-5078
年,卷(期):2024.54(7)
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