Set-theoretic Approaches to the Aperiodic Control of Linear Systems

Set-theoretic Approaches to the Aperiodic Control of Linear Systems
Author :
Publisher : Logos Verlag Berlin GmbH
Total Pages : 244
Release :
ISBN-10 : 9783832546229
ISBN-13 : 3832546227
Rating : 4/5 (227 Downloads)

Book Synopsis Set-theoretic Approaches to the Aperiodic Control of Linear Systems by : Florian D. Brunner

Download or read book Set-theoretic Approaches to the Aperiodic Control of Linear Systems written by Florian D. Brunner and published by Logos Verlag Berlin GmbH. This book was released on 2017 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this thesis, we employ set-theoretic properties of additively disturbed linear discrete-time systems to develop stabilizing aperiodically updated control laws for plants controlled over communication networks. In particular, we design event-triggered and self-triggered controllers with a priori guarantees on closed-loop characteristics such as stability, asymptotic bound, and average communication rate. Different models for the disturbances are taken into account, namely arbitrary disturbances of which only a bound in the form of a compact set is known and stochastic disturbances with known probability distribution. For setups with hard constraints on the states and inputs, we propose aperiodic schemes based on robust model predictive control methods. Both the full information (state-feedback) case, as well as the limited information (output-feedback) case are investigated. It is demonstrated that the proposed controllers achieve a considerable reduction in the required network usage with only moderate or non-existing deterioration of the closed-loop properties guaranteed by comparable controllers that transmit information at every point in time.


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