TY - GEN
T1 - Data-Driven Control for Nonlinear Networked Control Systems under Deception Attacks
AU - Wang, Zhichuang
AU - He, Wei
AU - Wang, Gang
AU - Sun, Jian
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper addresses the data-driven control problem for nonlinear networked control systems (NCSs), where fading channels are subject to deception attacks. An improved dynamic linearization technique is firstly established to transform nonlinear NCSs with deception attacks and fading measurements into an equivalent data model. Meanwhile, to alleviate the effect of deception attacks and fading measurements on nonlinear NCSs, an attack compensation mechanism is presented. Moreover, the convergence of the system is analyzed, and the corresponding explicit conditions are derived. In addition, we investigate the effect of deception attacks on the performance of nonlinear NCSs. The proposed results are pure data-driven control methods, and do not need any modeling processes. Finally, the effectiveness of our method are verified by an simulation example.
AB - This paper addresses the data-driven control problem for nonlinear networked control systems (NCSs), where fading channels are subject to deception attacks. An improved dynamic linearization technique is firstly established to transform nonlinear NCSs with deception attacks and fading measurements into an equivalent data model. Meanwhile, to alleviate the effect of deception attacks and fading measurements on nonlinear NCSs, an attack compensation mechanism is presented. Moreover, the convergence of the system is analyzed, and the corresponding explicit conditions are derived. In addition, we investigate the effect of deception attacks on the performance of nonlinear NCSs. The proposed results are pure data-driven control methods, and do not need any modeling processes. Finally, the effectiveness of our method are verified by an simulation example.
KW - data-driven control
KW - deception attacks
KW - networked control systems
KW - nonlinear systems
UR - http://www.scopus.com/inward/record.url?scp=85147954578&partnerID=8YFLogxK
U2 - 10.1109/YAC57282.2022.10023721
DO - 10.1109/YAC57282.2022.10023721
M3 - Conference contribution
AN - SCOPUS:85147954578
T3 - Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
SP - 327
EP - 330
BT - Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
Y2 - 19 November 2022 through 20 November 2022
ER -