受攻击信息物理系统的弹性非线性控制

Resilient Nonlinear Control for Attacked Cyber-Physical Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2018
被引 35
ABS 3

中文导读

研究了受网络攻击的信息物理系统的弹性非线性控制问题,针对固定时延、时变时延和乱序传输,设计了非线性广义最小方差控制器和改进的卡尔曼估计器,并通过在线算法实现弹性控制,仿真验证了有效性。

Abstract

In this paper, the problem of resilient nonlinear control for cyber-physical systems (CPSs) over attacked networks is studied. The motivation for this paper comes from growing applications that demand the secure control of CPSs in industry 4.0. The nonlinear physical system considered can be attacked by changing the temporal characteristics of the network, causing fixed time or time-varying delays and changing the orders of received packets. The systems under attack can be destabilized if the controller is not designed to be robust with an adversarial attack. In order to cope with nonlinearity of the physical system, a nonlinear generalized minimum variance controller and a modified Kalman estimator are derived. A worst-case controller is presented for fixed-time delay. In the situations of time-varying delays and out-of-order transmissions, an opportunistic estimator and a resilient controller are designed through an on-line algorithm in the sense that it is calculated by using the information in the received packets immediately. The ability to use the received information immediately leads to the improvement of the controller's performance. Simulation results are provided to show the applicability and performance of control law developed.

信息物理系统网络安全非线性控制工业4.0