跳到主要导航 跳到搜索 跳到主要内容

Distributed robust estimation with dynamics uncertainties and random communication topologies

  • Peking University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper discusses the design of distributed structures and gains for estimation of sensor network with nonlinear uncertain dynamics. Each sensor estimates the system state not only on its own but also on its neighbors' information. Besides, these sensors communicate with their neighbors over a random communication topology, i.e., their measurements are transmitted randomly at every step. In addition, both the system uncertainties and its linearization errors are taken into consideration in this paper. It is strictly proved that an optimized upper bound of the estimation error covariance with respect to the proposed filtering method can be achieved.

源语言英语
主期刊名Proceedings - 2019 IEEE International Conference on Industrial Technology, ICIT 2019
出版商Institute of Electrical and Electronics Engineers Inc.
1767-1771
页数5
ISBN(电子版)9781538663769
DOI
出版状态已出版 - 2月 2019
已对外发布
活动2019 IEEE International Conference on Industrial Technology, ICIT 2019 - Melbourne, 澳大利亚
期限: 13 2月 201915 2月 2019

出版系列

姓名Proceedings of the IEEE International Conference on Industrial Technology
2019-February

会议

会议2019 IEEE International Conference on Industrial Technology, ICIT 2019
国家/地区澳大利亚
Melbourne
时期13/02/1915/02/19

学术指纹

探究 'Distributed robust estimation with dynamics uncertainties and random communication topologies' 的科研主题。它们共同构成独一无二的学术指纹。

引用此