Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks

doi:10.1109/TCYB.2022.3209694

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 复杂系统智能机理与平行控制团队

	Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks
	Niu, Ben 1; Chen, Wendi 1; Su, Wei 2; Wang, Huanqing 3; Wang, Ding4,5 ; Zhao, Xudong6
发表期刊	IEEE TRANSACTIONS ON CYBERNETICS
ISSN	2168-2267
	2022-10-11
页码	9
通讯作者	Su, Wei(suwei1201@sina.com)
摘要	This work concentrates on the adaptive resilient dynamic surface controller design problem for uncertain nonlinear lower triangular stochastic cyber-physical systems (CPSs) subject to unknown deception attacks based on a switching threshold event-triggered mechanism. The adverse effect of deception attacks on the stochastic CPSs is that the exact system state variables become unavailable. Furthermore, it should be emphasized that the coexistence of unknown nonlinearities, stochastic perturbations, and unknown sensor and actuator attacks makes it a very difficult and challenging event to implement the control design. To get the desired controller, radial basis function (RBF) neural networks (NNs) are introduced so that the design obstacle caused from the unknown nonlinearities can be easily solved. On this basis, in order to save resources and effectively transmit, the event-triggered control scheme based on a switching threshold strategy is further considered. In the backstepping design process, the dynamic surface control (DSC) technique is presented to deal with the issue of "explosion of complexity." By skillfully designing a new coordinate transformation and the attack compensators, the problem of unknown deception attacks is successfully handled. Under our proposed control scheme, all the closed-loop signals are bounded in probability and the stabilization errors converge to an adjustable neighborhood of the origin in probability. Finally, the simulation results on the double chemical reactor show the validity of the proposed design scheme.
关键词	Switches Stochastic processes Security Heuristic algorithms Actuators Nonlinear systems Control design Dynamic surface control (DSC) stochastic nonlinear cyber-physical systems (CPSs) switching threshold event-triggered control unknown deception attacks
DOI	10.1109/TCYB.2022.3209694
关键词[WOS]	STATE ESTIMATION ; SYSTEMS ; SECURITY
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61873151] ; National Natural Science Foundation of China[61803237] ; National Natural Science Foundation of China[62073201] ; Shandong Provincial Natural Science Foundation of China[ZR2019MF009] ; Taishan Scholar Project of Shandong Province of China[tsqn201909078]
项目资助者	National Natural Science Foundation of China ; Shandong Provincial Natural Science Foundation of China ; Taishan Scholar Project of Shandong Province of China
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号	WOS:000869395100001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：17[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/50282
专题	多模态人工智能系统全国重点实验室_复杂系统智能机理与平行控制团队
通讯作者	Su, Wei
作者单位	1.Shandong Normal Univ, Sch Informat Sci & Engn, Jinan 250014, Shandong, Peoples R China 2.Tianjin Univ, Sch Elect Automat & Informat Engn, Tianjin 300072, Peoples R China 3.Bohai Univ, Sch Math Sci, Jinzhou 121000, Peoples R China 4.Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China 5.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 6.Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116023, Peoples R China
推荐引用方式 GB/T 7714	Niu, Ben,Chen, Wendi,Su, Wei,et al. Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks[J]. IEEE TRANSACTIONS ON CYBERNETICS,2022:9.
APA	Niu, Ben,Chen, Wendi,Su, Wei,Wang, Huanqing,Wang, Ding,&Zhao, Xudong.(2022).Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks.IEEE TRANSACTIONS ON CYBERNETICS,9.
MLA	Niu, Ben,et al."Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks".IEEE TRANSACTIONS ON CYBERNETICS (2022):9.