Design of GPS Receiver Embedded Positioning and Navigation Algorithm Solution

被引:0
|
作者
Zhang Hongping [1 ,2 ]
Shi Chuang [1 ,2 ]
Lv Haixia [3 ]
Han Wenhui [3 ]
Liu Jingnan [2 ]
机构
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430070, Peoples R China
[2] Wuhan Univ, RGNSS Res Ctr, Wuhan 430079, Peoples R China
[3] Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430079, Peoples R China
来源
CPGPS 2009: GLOBAL NAVIGATION SATELLITE SYSTEM: TECHNOLOGY INNOVATION AND APPLICATION, PROCEEDINGS | 2009年
关键词
GPS receiver; PVT; sequential least square; Kalman filter; KALMAN FILTER;
D O I
暂无
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper focuses on the embedded algorithm design of GNSS Receiver's solution for Positioning, Velocity and Time (PVT). Based on the principle and characteristics of the receiver's baseband, the strategies of preprocessing and noise setting of the measurements Output to PVT. according to the power of each channel's tracking signal and the DLL/FLL/PLL correlation status, are described with some formula illustration. Sequential Least Square (LSQ) and Expanded Kalman Filter (EKF) are also introduced into the PVT Solution with some improvement aided by the possible priori-information from the receiver's altitude, position and TCXO's frequency variation in the first positioning while power on the receiver and in the continuous working environment. Robust estimation by outlier detection and down-weighting in LSQ and EKF, adaptive dynamic noise adjusting, in EKF according to the monitored acceleration variation of the vehicles are also used in this solution. To avoid the huge computation burden in the embedded ARM CPU, the sequential EKF is adopted too. Finally, the flow chart of the whole PVT design is provided.
引用
收藏
页码:81 / +
页数:3
相关论文
共 21 条
  • [11] Ren C, 2005, PROG NAT SCI, V15, P41
  • [12] SAGE AP, 1969, JOINT AM CONTR C, P769
  • [13] TAO BZ, 2003, EDITORIAL BOARD GEOM, V28, P115
  • [14] WANG J, 1999, 22 INT UN GEOD GEOPH
  • [15] XIA QJ, 1990, ACTA AUTOMATICA SINI, V16
  • [16] Biases and accuracy of, and an alternative to, discrete nonlinear filters
    Xu, PL
    [J]. JOURNAL OF GEODESY, 1999, 73 (01) : 35 - 46
  • [17] Robust estimator for correlated observations based on bifactor equivalent weights
    Yang, Y
    Song, L
    Xu, T
    [J]. JOURNAL OF GEODESY, 2002, 76 (6-7) : 353 - 358
  • [18] YANG Y, 2002, ACTA GEODAETICA CART, V31
  • [19] Yang Y., 1997, ZFV, V122, P166
  • [20] An adaptive Kalman filter based on sage windowing weights and variance components
    Yang, YX
    Xu, TH
    [J]. JOURNAL OF NAVIGATION, 2003, 56 (02): : 231 - 240