Event‐based security control for discrete‐time stochastic systems. Issue 15 (11th August 2016)

• Record Type: Journal Article
• Authors: Ding, Derui; Wang, Zidong; Wei, Guoliang; Alsaadi, Fuad E.
• Is Part Of: IET control theory & applications. Volume 10:Issue 15(2016)
• Page Start: 1808
• Page End: 1815
• Publication Date: 2016-08-11
• Subjects: discrete time systems -- stochastic systems -- probability -- control system synthesis -- feedback -- closed loop systems; discrete‐time stochastic systems -- event‐based security control problem -- multiplicative noises -- denial‐of‐service attacks -- DoS attacks -- deception attacks -- event‐triggered mechanism -- measurement signal -- attack model -- conditional probability -- Bernoulli distributed white sequences -- mean‐square security domain -- output feedback controller design -- closed‐loop system -- stochastic analysis techniques -- sufficient conditions -- linear matrix inequalities -- nonlinear constraints; Control theory -- Periodicals; Automatic control -- Periodicals; 629.8312
• DOI: 10.1049/iet-cta.2016.0135
• Languages: English
• ISSNs: 1751-8644

Abstract

Abstract : This study is concerned with the event‐based security control problem for a class of discrete‐time stochastic systems with multiplicative noises subject to both randomly occurring denial‐of‐service (DoS) attacks and randomly occurring deception attacks. An event‐triggered mechanism is adopted with hope to reduce the communication burden, where the measurement signal is transmitted only when a certain triggering condition is violated. A novel attack model is proposed to reflect the randomly occurring behaviours of the DoS attacks as well as the deception attacks within a unified framework via two sets of Bernoulli distributed white sequences with known conditional probabilities. A new concept of mean‐square security domain is put forward to quantify the security degree. The authors aim to design an output feedback controller such that the closed‐loop system achieves the desired security. By using the stochastic analysis techniques, some sufficient conditions are established to guarantee the desired security requirement and the control gain is obtained by solving some linear matrix inequalities with non‐linear constraints. A simulation example is utilised to illustrate the usefulness of the proposed controller design scheme.