Security control for Markov jump system with adversarial attacks and unknown transition rates via adaptive sliding mode technique

This paper is concerned with the security control problem for a class of Markov jump systems subject to false data injection attack and incomplete transition rates. An on-line estimation strategy is provided for the time-variant and unknown cyber-attack modes. And then, an adaptive sliding mode cont...

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Bibliographic Details
Published inJournal of the Franklin Institute Vol. 356; no. 6; pp. 3333 - 3352
Main Authors Chen, Bei, Niu, Yugang, Zou, Yuanyuan
Format Journal Article
LanguageEnglish
Published Elmsford Elsevier Ltd 01.04.2019
Elsevier Science Ltd
Subjects
Adaptive control
Feedback control
Feedback control systems
Markov processes
Robust control
Security
Simulation
Sliding mode control
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ISSN0016-0032
1879-2693
0016-0032
DOI10.1016/j.jfranklin.2019.01.045

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Summary:This paper is concerned with the security control problem for a class of Markov jump systems subject to false data injection attack and incomplete transition rates. An on-line estimation strategy is provided for the time-variant and unknown cyber-attack modes. And then, an adaptive sliding mode controller is synthesized with different robust terms for different modes to guarantee the reachability of the specified sliding surface. Moreover, the sufficient conditions for the stability of the closed-loop systems are derived. Finally, it is shown from simulation results that the effect of both false data injection attack and incomplete TRs can be effectively attenuated by the present adaptive SMC method.
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ISSN:0016-0032
1879-2693
0016-0032
DOI:10.1016/j.jfranklin.2019.01.045