期刊
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
卷 21, 期 11, 页码 3617-3629出版社
INST CONTROL ROBOTICS & SYSTEMS, KOREAN INST ELECTRICAL ENGINEERS
DOI: 10.1007/s12555-022-0630-6
关键词
Cyber attacks; dissipative fault detection; hidden Markov model; Markov jump systems; round-robin protocol
This paper addresses the problem of dissipative fault detection for nonlinear Markov jump systems with cyber attacks and hidden modal information. The round-robin protocol is introduced to save network bandwidth and two Bernoulli random variables are used to characterize the measurement affected by potential cyber attacks. The hidden Markov model is employed to handle the phenomenon of hidden mode information. Sufficient conditions based on Lyapunov stability theory are derived to ensure stochastic stability and stochastic strict dissipativity of the FD system. The desired FD filter matrices are obtained through solving linear matrix inequalities. A simulation is provided to verify the feasibility and effectiveness of the designed FD scheme.
This paper addresses the problem of dissipative fault detection (FD) for nonlinear Markov jump systems (MJSs) with cyber attacks and hidden modal information, in which the round-robin (R-R) protocol is introduced to save network bandwidth. Two Bernoulli random variables are used to characterize the measurement affected by potential cyber attacks. The hidden Markov model (HMM) is employed to handle the phenomenon of hidden mode information. Subsequently, the sufficient conditions are derived based on the Lyapunov stability theory to ensure that the FD system is stochastically stable and stochastically strictly (Q1, Q2, Q3)-& gamma; dissipative. The desired FD filter matrices are obtained by solving linear matrix inequalities (LMIs). Finally, a simulation is provided to verify the feasibility and effectiveness of the designed FD scheme.
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