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IET Control Theory & Applications
Article . 2020 . Peer-reviewed
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Stabilisation of networked control systems under a novel stochastic‐sampling‐based adaptive event‐triggered scheme

Stabilisation of networked control systems under a novel stochastic-sampling-based adaptive event-triggered scheme
Authors: Xuhuan Xie; Shanbin Li; Bugong Xu;

Stabilisation of networked control systems under a novel stochastic‐sampling‐based adaptive event‐triggered scheme

Abstract

In order to save the usage of system resources and adapt the variation of plant state, this study first proposes a novel stochastic‐sampling‐based adaptive event‐triggered scheme (AETS). Second, in the framework of time‐delay systems, the closed‐loop control system is modelled as a class of delayed stochastic systems where time‐delay is distributed in some intervals with probability. Then, by employing stochastic analysis tool and Lyapunov stability theory, a stability criterion for this class of delayed stochastic systems is established to ensure that the system possesses stochastically asymptotic stability with an disturbance attenuation performance. Also, a co‐design of parameter matrices of the state‐feedback controller and the stochastic‐sampling‐based AETS is implemented. Third, based on the obtained co‐design condition, a convex optimisation algorithm for the tradeoffs between disturbance attenuation performance and resource utilisation of the closed‐loop control system is further developed. Finally, the effectiveness and feasibility of the proposed control strategy are illustrated by two numerical examples of adaptive event‐triggered control for networked control systems under stochastic sampling.

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Keywords

networked control system stability, probability, delayed stochastic systems, stochastic systems, novel stochastic-sampling-based adaptive event-triggered scheme, adaptive event-triggered control, Lyapunov stability theory, Adaptive control/observation systems, Networked control, closed-loop control system, networked control systems, delay systems, state feedback, Lyapunov methods, asymptotic stability, \(H^\infty\) disturbance attenuation performance, stochastic analysis tool, delays, stochastic-sampling-based AETS, Delay control/observation systems, Feedback control, Discrete event control/observation systems, convex programming, co-design condition, convex optimisation algorithm, \(H^\infty\) control, Stochastic stability in control theory, control system synthesis, time-delay systems, closed loop systems

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Top 10%
Average
Top 10%
gold