Sequential fusion estimation for nonlinear systems under deceptive attacks

被引:0
作者
Yin, Shu [1 ]
Miao, Kelei [2 ]
Yu, Li [1 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou, Peoples R China
[2] Zhejiang Shuren Univ, Coll Informat Sci & Technol, Hangzhou 310015, Peoples R China
基金
中国国家自然科学基金;
关键词
deceptive attacks; multiple sensor fusion; nonlinear estimation; security; WIRELESS SENSOR NETWORKS; STATE ESTIMATION; SECURITY;
D O I
10.1002/asjc.3559
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article deals with sequential fusion estimation for nonlinear systems under deceptive attacks, which may happen during transmissions of measurements and system states over communication networks. The estimator is developed by incorporating measurement fusion and local estimate fusion with attack detection. Moreover, a compensation strategy is designed to mitigate the impact of deceptive attacks on performance degradation. The proposed method may preserve the data integrity for accurate state estimation with deceptive attacks. Numerical simulation with the target tracking systems verifies the effectiveness of the proposed method.
引用
收藏
页码:2076 / 2087
页数:12
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