摘要
为了提高激光跟踪仪多测站测量数据平差结果的精度,研究了抗差马氏光束法平差模型。在传统光束法平差(TBA)模型的基础上,引入马氏距离,将平差准则由原来的“使观测值改正数加权平方和最小”改造为“使观测值到加权平均值的马氏距离平方和最小”,并在计算加权平均坐标时对粗差观测值进行剔除,建立了抗差马氏光束法平差(RMBA)模型。仿真试验中,用MATLAB模拟了4个测站观测12个控制点的观测值,结果表明RMBA模型的解算结果优于TBA、文献22方法和SA软件的解算结果,与仿真坐标的偏差均方根为0.031 mm。在模拟观测值中加入粗差后,RMBA模型表现出了优良的抗差性。实测试验中,以上海光源实验大厅100 m范围内4个测站观测42个控制点的数据为例,SA软件的平差结果的点位中误差为0.05 mm,RMBA解算结果与SA结果的三维坐标偏差均方根为0.07 mm。结果表明RMBA模型具有一定的抗差性,坐标解算精度优于TBA模型和文献[22]方法,与SA软件的解算精度在同一量级。
A robust Mahalanobis bundle adjustment(RMBA)model was developed to improve the adjustment precision of a laser tracker multi-station measurement.In a traditional bundle adjustment(TBA)model,by introducing the Mahalanobis distance,the adjustment criterion,“minimize the weighted sum of squares of the observed corrections,”was transformed to“minimize the sum of squares of Mahalanobis distances from the observations to the weighted average.”Gross errors were eliminated in the calculation of the weighted average coordinates,and then,the RMBA model was developed.Observations from four survey stations to 12 control points were simulated using MATLAB.Experimental results show that the RMBA model is better than the TBA model 22.and Spatial Analyzer(SA)software.The root mean square(RMS)of the deviation from the calculated coordinates to the simulated coordinates was 0.031 mm.The RMBA model was resistant when a gross error was added to the observed values.The data measurement was carried out in the experimental hall of Shanghai Synchrotron Radiation Facility.The observations from four survey stations to 42 control points,which were distributed over a length of approximately 100 m,were used as an example.The mean square error of the coordinates of SA was 0.05 mm.The RMS of the three-dimensional deviation from the RMBA results to the SA results was 0.07 mm.The RMBA model could resist gross error to some degree.Its coordinate calculation precision was almost equal to that of SA and superior to that of the TBA model and that in[22].
作者
郭迎钢
赵文斌
李宗春
张冠宇
杨浩
GUO Ying-gang;ZHAO Wen-bin;LI Zong-chun;ZHANG Guan-yu;YANG Hao(PLA Strategic Support Force Information Engineering University, Zhengzhou 450001, China;Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201800, China)
出处
《光学精密工程》
EI
CAS
CSCD
北大核心
2020年第9期2046-2055,共10页
Optics and Precision Engineering
基金
国家自然科学基金资助项目(No.41974216)。
关键词
激光跟踪仪
多测站测量
光束法平差
马氏距离
抗差马氏光束法平差
laser tracker
multi-station measurements
bundle adjustment
Mahalanobis distance
robust Mahalanobis bundle adjustment
作者简介
郭迎钢(1992-),男,甘肃武威人,博士研究生,2014年、2017年于解放军信息工程大学分别获得学士、硕士学位,主要从事精密工程测量特别是三维工程控制网建立的研究,E-mail:fariel_gyg@163.com;导师:李宗春(1973-),男,山东日照人,教授,博士生导师,1998年于解放军测绘学院获得硕士学位,2003年于解放军信息工程大学获得博士学位,主要从事精密工程测量、三维激光点云数据处理等方面的教学与科研,E-mail:13838092876@139.com。
