Title :
Improved RLS positioning algorithm for satellite navigation systems
Author :
Ling Wang ; Chen, Liguo ; Yao, Rugui ; Bi, Yanbo
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
The calculating algorithm of the receiver of satellite navigation systems has important effect on positioning accuracy. In this paper, the novel Weight Least Square (WLS) by weighting processing for Recursive Least Square (RLS) algorithm is proposed to improve the positioning accuracy of the receiver. The associated weight of the proposed algorithm exploits the elevation angle to make the satellite data of larger elevation play a more important role in the application of WLS. The performance comparison between the proposed algorithm and RLS are given by numerical simulations. Simulation results show that the improved algorithm can effectively eliminate some error factors and improve the accuracy of positioning.
Keywords :
least squares approximations; radio receivers; satellite navigation; RLS algorithm; RLS positioning algorithm; WLS; larger elevation; receiver; recursive least square algorithm; satellite data; satellite navigation system; weight least square; Equations; Global Positioning System; Mathematical model; Receivers; Satellites; Standards; Navigation; Positioning; RLS; WLS;
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-2192-1
DOI :
10.1109/ICSPCC.2012.6335595