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-  2018 

三维坐标转换的高斯-赫尔默特模型及其抗差解法
Three-Dimensional Coordinate Transformation Model and Its Robust Estimation Method Under Gauss-Helmert Model

DOI: 10.13203/j.whugis20160348

Keywords: 三维坐标转换,高斯-赫尔默特模型,整体最小二乘,标准化残差,抗差估计,
3D coordinate transformation
,Gauss-Helmert model,total least squares,normalized residual error,robust estimation

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Abstract:

对三维坐标转换的高斯-赫尔默特(Gauss-Helmert,GH)模型,采用牛顿-高斯(Newton-Gauss)迭代算法构建了该模型的拉格朗日目标函数,推导了其解算方法,并给出了具体的计算步骤。在此基础上,考虑到可能出现的粗差对观测空间与结构空间的综合影响,基于标准化残差构造权因子函数,推导了该模型的抗差解法。仿真实验结果表明,GH模型用于三维坐标转换时不受旋转角度大小和其他附加条件限制,解算结果与现有算法一致,且估计参数的维数大大降低,计算效率有一定程度的提高;所提出的抗差解法效果良好,与现有基于整体最小二乘的三维坐标转换的抗差解法相比,表现出了更好的稳健性

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