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A Multipath Mitigation Algorithm in Global Navigation Satellite Systems Arrays Using Independent Component Analysis

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

-it is recognized that Multipath remains as one of dominant source of errors in Global Navigation Satellite System (GNSS) receivers. Independent Component Analysis (ICA) has been widely used as an advanced processing tool for blind suppression of interfering signals in Direct Sequence Spread Spectrum (DSSS) communication systems by utilizing antenna arrays to extract interference signals, but very less literature is available on the performance of ICA in the navigation satellite systems application. We proposed ICA based blind multipath mitigation algorithm for estimation of GNSS multipath components. The proposed algorithm could effectively decompose the received pseudo-range into the independent multipath component and the noise component respectively, and hence provide necessary information about the delay estimation of these multipaths. The effectiveness of this method in multipath environment is demonstrated effectively, which has a better positioning performance over conventional scheme via simulations.

源语言英语
主期刊名Proceedings - 2010 IEEE International Conference on Wireless Communications, Networking and Information Security, WCNIS 2010
出版商IEEE Computer Society
28-32
页数5
ISBN(印刷版)9781424458516
DOI
出版状态已出版 - 2010
活动2010 IEEE International Conference on Wireless Communications, Networking and Information Security, WCNIS 2010 - Beijing, 中国
期限: 25 6月 201027 6月 2010

出版系列

姓名Proceedings - 2010 IEEE International Conference on Wireless Communications, Networking and Information Security, WCNIS 2010

会议

会议2010 IEEE International Conference on Wireless Communications, Networking and Information Security, WCNIS 2010
国家/地区中国
Beijing
时期25/06/1027/06/10

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