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Quantitative analysis of the performance of vector tracking algorithms
Authors:Wang Qian  Cui Xiaowei  Liu Jing  Zhao Sihao
Affiliation:1. Beijing Satellite Navigation Center, Beijing 100094, P.R.China;2. Department of Electronic Engineering, Tsinghua University, Beijing 100084, P.R.China
Abstract:Vector tracking changes the classical structure of receivers.Combining signal tracking and nav-igation solution, vector tracking can realize powerful processing capabilities by the fusion technique of receiving channel and feedback correction.In this paper, we try to break through the complicated details of numerical analysis, consider the overall influencing factors of the residual in observed da-ta, and use the intrinsic link between a conventional receiver and a vector receiver.A simple meth-od for performance analysis of the vector tracking algorithm is proposed.Kalman filter has the same steady performance with the classic digital lock loop through the analysis of the relation between gain and band width.The theoretical analysis by the least squares model shows that the reduction of range error is the basis for the superior performance realized by vector tracking.Thus, the bounds of its performance enhancement under weak signal and highly dynamic conditions can be deduced.Simu-lation results verify the effectiveness of the analysis presented here.
Keywords:vector tracking  dynamic stress noise  loop band width  pseudo-range error
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