Robust H #x221E; cyber-attacks estimation for control systems
Title | Robust H #x221E; cyber-attacks estimation for control systems |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Li Yumei, Voos, H., Darouach, M. |
Conference Name | Control Conference (CCC), 2014 33rd Chinese |
Date Published | July |
Keywords | actuators, Computer crime, control system synthesis, control systems, Cyber Attacks, Estimation, H∞ control, H∞ filter, H∞ filters, linear matrix inequalities, LMI, Markov processes, Markovian stochastic process, QTP, quadruple-tank process, robust control, robust H∞ cyber-attacks estimation, Robustness, stochastic cyber-attacks, stochastic data deception attack, stochastic data DoS attack, Stochastic processes, stochastic systems, Symmetric matrices |
Abstract | This paper deals with the robust H cyber-attacks estimation problem for control systems under stochastic cyber-attacks and disturbances. The focus is on designing a H filter which maximize the attack sensitivity and minimize the effect of disturbances. The design requires not only the disturbance attenuation, but also the residual to remain the attack sensitivity as much as possible while the effect of disturbance is minimized. A stochastic model of control system with stochastic cyber-attacks which satisfy the Markovian stochastic process is constructed. And we also present the stochastic attack models that a control system is possibly exposed to. Furthermore, applying H filtering technique-based on linear matrix inequalities (LMIs), the paper obtains sufficient conditions that ensure the filtering error dynamic is asymptotically stable and satisfies a prescribed ratio between cyber-attack sensitivity and disturbance sensitivity. Finally, the results are applied to the control of a Quadruple-tank process (QTP) under a stochastic cyber-attack and a stochastic disturbance. The simulation results underline that the designed filters is effective and feasible in practical application. |
URL | http://ieeexplore.ieee.org/document/6895451/ |
DOI | 10.1109/ChiCC.2014.6895451 |
Citation Key | 6895451 |
- Markovian stochastic process
- Symmetric matrices
- stochastic systems
- Stochastic processes
- stochastic data DoS attack
- stochastic data deception attack
- stochastic cyber-attacks
- Robustness
- robust H∞ cyber-attacks estimation
- robust control
- quadruple-tank process
- QTP
- actuators
- Markov processes
- LMI
- linear matrix inequalities
- H∞ filters
- H∞ filter
- H∞ control
- estimation
- Cyber Attacks
- control systems
- control system synthesis
- Computer crime