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A MLE based algorithm for registration in sensor networks

  • 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

Sensor bias may severely affect the use of measurements acquired in sensor networks. A registration algorithm based on maximum likelihood estimate (MLE) for estimating the bias is presented in this paper. Firstly, the impact of residual bias on target state estimate was analyzed. Then the likelihood function with respect to residual sensor bias was derived, and an iterated algorithm was presented to obtain MLEs of bias. The presented algorithm is a batch algorithm. Simulations are performed to demonstrate the effectiveness of the presented algorithms.

源语言英语
主期刊名Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019
编辑Bing Xu
出版商Institute of Electrical and Electronics Engineers Inc.
页928-932
页数5
ISBN(电子版)9781538662434
DOI
出版状态已出版 - 3月 2019
活动3rd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019 - Chengdu, 中国
期限: 15 3月 2019 → 17 3月 2019

丛书

姓名Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019

会议

会议3rd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019
国家/地区中国
市Chengdu
时期15/03/19 → 17/03/19

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