北斗/GNSS与视觉SLAM融合的民航机场室外车辆定位技术OA
Outdoor Vehicle Positioning Technology for Civil Aviation Airports Integrating BeiDou/GNSS and Visual SLAM
在民航机场室外车辆定位过程中,单视觉定位难以消除坐标转换过程中的累积误差,导致所得出的车辆定位结果存在较大的误差.为了缓解这一问题,提出了北斗/GNSS与视觉SLAM融合的民航机场室外车辆定位技术.利用视觉传感器获取机场环境图像后,通过坐标系转换,利用三角测量的方法减少累积误差,得到民航机场环境的SLAM地图.通过在车辆上搭载北斗/GNSS接收机设备,并利用观测方程对接收到的信号进行分析,在求解的整周模糊度参数下,初步计算得到车辆的差分定位结果.将这一结果在构建的SLAM地图中进行解算,得到车辆在民航机场室外环境中的定位结果.实验结果表明,该项技术所得出的车辆定位结果,RMSE值为0.97 cm、PDOP值为0.22,定位误差较小,在民航机场室外车辆管理工作中有着良好的实践应用前景.
In the process of outdoor vehicle positioning at civil aviation airports,single visual positioning is difficult to eliminate the accumulated errors in coordinate transformation,resulting in significant errors in the obtained vehicle positioning results.To alleviate this problem,we pro-posed a civil aviation airport outdoor vehicle positioning technology integrating BeiDou/GNSS and visual SLAM.After using visual sensors to obtain airport environment images,we used coordinate system transformation to reduce cumulative errors through triangulation,and established an SLAM map of civil aviation airport environment.By installing BeiDou/GNSS receiver equipment on the vehicle and using observation equa-tions to analyze the received signals,we preliminarily calculated the differential positioning results of vehicle under the solved integer ambiguity parameters.We calculated this result in the constructed SLAM map to obtain the vehicle positioning result in the outdoor environment of civil avi-ation airport.The experimental results show that the vehicle positioning results obtained by this technology have an RMSE value of 0.97 cm and a PDOP value of 0.22,with small positioning errors.This technology has good practical application prospects in outdoor vehicle management work at civil aviation airports.
吴荣洋
厦门市翔安区大嶝翔安国际机场福建兆翔机场建设有限公司,福建 厦门 361100
天文与地球科学
车辆定位民航机场车辆室外车辆定位视觉SLAM北斗/GNSS室外定位
vehicle positioningcivil aviation airport vehicleoutdoor vehicle positioningvisual SLAMBeiDou/GNSSoutdoor positioning
《地理空间信息》 2026 (8)
21-24,4
评论