Litcius/Paper detail

Secure Nonlinear Sampled-Data Control System Against Stealthy Attack: Multirate Approach

Amin Nazarzadeh, Horacio J. Marquez

2023IEEE Transactions on Automatic Control13 citationsDOI

Abstract

In this article, we provide a novel defence strategy for a nonlinear sampled-data control system under zero-dynamics attacks. In a sampled data structure, sampling zeros induced by discretization make a system vulnerable to deception attacks. we analyze the dissipativity in the zero-dynamics part of the system equipped with a multirate setup and find conditions on sampling rates to neutralize the attacker's target plan. We show that, under some mild conditions, using multirate sampling in the nonlinear sampled-data system not only preserves the dissipativity property of the intrinsic zero-dynamics but also stabilizes the extrinsic zero-dynamics induced by the sample and hold process, and as a result attenuate the effects of attacks on the system stability. Finally, a numerical example is used to illustrate the effectiveness of the proposed approach.

Topics & Concepts

DiscretizationControl theory (sociology)Sampling (signal processing)Nonlinear systemZero (linguistics)Stability (learning theory)Sampled data systemsComputer scienceProperty (philosophy)Control (management)Process (computing)Control systemMathematicsEngineeringArtificial intelligenceOperating systemFilter (signal processing)Computer visionLinguisticsMathematical analysisElectrical engineeringEpistemologyPhilosophyPhysicsQuantum mechanicsMachine learningSmart Grid Security and ResilienceNetwork Security and Intrusion Detection
Secure Nonlinear Sampled-Data Control System Against Stealthy Attack: Multirate Approach | Litcius