TY - JOUR
T1 - Security Control for LPV System with Deception Attacks via Model Predictive Control
T2 - A Dynamic Output Feedback Approach
AU - Wang, Jun
AU - Ding, Baocang
AU - Hu, Jianchen
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2021/2
Y1 - 2021/2
N2 - This article considers security control under the network environment for a system with deception attacks, polytopic uncertainty, and persistent bounded disturbance. Since the state is immeasurable and the physical constraint is considered, the output feedback robust model predictive control (MPC) is utilized. The previous results on the output feedback robust MPC are extended to address the deception attacks. The mean-square quadratic boundedness is defined in order to characterize the closed-loop stability. An optimization problem is proposed, which can be solved by linear matrix inequality techniques. By a simple refreshment of the state estimation error set, the optimization problem is shown to be recursively feasible, and the augmented state converges to the neighborhood of equilibrium point. The effectiveness of the proposed theoretical approach is demonstrated by a numerical simulation example.
AB - This article considers security control under the network environment for a system with deception attacks, polytopic uncertainty, and persistent bounded disturbance. Since the state is immeasurable and the physical constraint is considered, the output feedback robust model predictive control (MPC) is utilized. The previous results on the output feedback robust MPC are extended to address the deception attacks. The mean-square quadratic boundedness is defined in order to characterize the closed-loop stability. An optimization problem is proposed, which can be solved by linear matrix inequality techniques. By a simple refreshment of the state estimation error set, the optimization problem is shown to be recursively feasible, and the augmented state converges to the neighborhood of equilibrium point. The effectiveness of the proposed theoretical approach is demonstrated by a numerical simulation example.
KW - Deception attacks
KW - output feedback
KW - recursive feasibility
KW - robust model predictive control (MPC)
KW - security control
UR - https://www.scopus.com/pages/publications/85099749114
U2 - 10.1109/TAC.2020.2984221
DO - 10.1109/TAC.2020.2984221
M3 - 文章
AN - SCOPUS:85099749114
SN - 0018-9286
VL - 66
SP - 760
EP - 767
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 2
M1 - 9054965
ER -