卫星定位中的加权最小二乘算法研究

Z. Zeng, Xiangrui Zhang, Liqin Jia
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引用次数: 1

摘要

为了克服卫星导航系统中伪距观测测量的可靠性问题,普通导航接收机采用的最小二乘法无法解决伪距观测的可靠性问题。权值的概念赋予了伪距观测更大的可信度,允许更多可靠的伪距观测参与到定位求解算法中,有效地解决了伪距观测的可信度问题。问题。实验仿真结果证明,本文提出的定位算法在定位精度上优于传统的最小二乘定位算法,满足常规卫星定位要求,定位精度提高了1.503m。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on a Weighted Least Squares Algorithm in Satellite Positioning
In order to overcome the problem of the reliability of the pseudorange observation measurement in the satellite navigation system, the least-squares method used by common navigation receivers cannot solve the problem of the reliability of the pseudorange observation. The concept of weight gives greater credibility to pseudorange observations, allowing more reliable pseudorange observations to participate in the positioning solution algorithm, effectively solving the credibility of pseudorange observations. problem. The experimental simulation results prove that the positioning algorithm proposed in this paper is superior to the traditional least squares positioning algorithm in terms of positioning accuracy, meets the normal satellite positioning requirements, and improves the positioning accuracy by 1.503m.
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