A parallel equivalence algorithm based on MPI for GNSS data processing

被引:7
|
作者
Jiang, Chunhua [1 ]
Xu, Tianhe [1 ]
Du, Yujun [1 ]
Sun, Zhangzhen [1 ]
Xu, Guochang [1 ]
机构
[1] Shandong Univ, Inst Space Sci, Weihai, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Global navigation satellite system; equivalence algorithm; precision analysis; Message-Passing-Interface; parallel parameter estimation;
D O I
10.1080/14498596.2019.1696718
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
A modified algorithm combining equivalence theory with MPI technology to improve Global Navigation Satellite System data processing efficiency is presented. The reservation of covariance matrix, elimination of unknowns and parallelism of the equivalence algorithm are derived. Experimental results show that the algorithm can improve the efficiency of processing 100 IGS stations by 56% with negligible precision loss. Moreover, the proposed approach has higher efficiency than the leastsquares and Gauss-Jordan parallel method and this advantage is more obvious as computational scale increases. Further experiments on a clustershow the more nodes used, the higher the efficiency it can achieve.
引用
收藏
页码:513 / 532
页数:20
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