Secure dynamic state estimation by decomposing Kalman filter

We consider the problem of estimating the state of a linear time-invariant Gaussian system in the presence of sparse integrity attacks. The attacker can control p out of m sensors and arbitrarily change the measurements. Under mild assumptions, we can decompose the optimal Kalman estimate as a weigh...

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Main Authors: Liu, Xinghua, Mo, Yilin, Garone, Emanuele
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2018
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在線閱讀:https://hdl.handle.net/10356/87830
http://hdl.handle.net/10220/46831
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機構: Nanyang Technological University
語言: English

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