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A robust wireless sensor network localization algorithm in NLOS environment

  • Jianping Xing*
  • , Jun Zhang
  • , Lei Jiao
  • , Xuan Zhang
  • , Chaoli Zhao
  • *此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Reliable location estimation is an essential and fundamental issue for wireless sensor network. In order to find a localization algorithm robust to non-line-of-sight (NLOS) propagation errors in sensor network system, we analyzed some latest localization algorithms. Considering the application environments of the network, the energy consumption of nodes, the amount of computation and the location accuracy, we present a novel localization algorithm with the method of Select Residual Weighting (SRwgh). SRwgh algorithm can reject the range measurements with large errors to improve the localization performance without identifying the NLOS error(s) or knowing channel characters. When the number of range measurements is larger than 4, this algorithm needs less amount of computation than that of conventional Residual Weighting Algorithm and gets almost the same performance. The algorithm is compared with three other generic algorithms. The performance of the algorithms is test by simulation in both indoor and outdoor environments. Simulation results show that it is robust to the NLOS error(s) and provides quite well location accuracy.

源语言英语
主期刊名2007 IEEE International Conference on Control and Automation, ICCA
出版商Institute of Electrical and Electronics Engineers Inc.
3244-3249
页数6
ISBN(印刷版)1424408180, 9781424408184
DOI
出版状态已出版 - 2007
已对外发布
活动2007 IEEE International Conference on Control and Automation, ICCA - Guangzhou, 中国
期限: 30 5月 20071 6月 2007

出版系列

姓名2007 IEEE International Conference on Control and Automation, ICCA

会议

会议2007 IEEE International Conference on Control and Automation, ICCA
国家/地区中国
Guangzhou
时期30/05/071/06/07

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