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Invariant cover: Existence, cardinality bounds, and computation
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0003-2338-5487
Univ Oxford, Dept Engn Sci, Oxford OX1 3PJ, England..
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore..
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control). KTH, School of Electrical Engineering and Computer Science (EECS), Centres, ACCESS Linnaeus Centre. KTH Royal Inst Technol, Sch Elect Engn & Comp Sci, SE-10044 Stockholm, Sweden..ORCID iD: 0000-0001-9940-5929
2021 (English)In: Automatica, ISSN 0005-1098, E-ISSN 1873-2836, Vol. 129, article id 109588Article in journal (Refereed) Published
Abstract [en]

An invariant cover quantifies the information needed by a controller to enforce an invariance specification. This paper investigates some fundamental problems concerning existence and computation of an invariant cover for uncertain discrete-time linear control systems subject to state and control constraints. We develop necessary and sufficient conditions on the existence of an invariant cover for a polytopic set of states. The conditions can be checked by solving a set of linear programs, one for each extreme point of the state set. Based on these conditions, we give upper and lower bounds on the minimal cardinality of the invariant cover, and design an iterative algorithm with finite-time convergence to compute an invariant cover. We further show in two examples how to use an invariant cover in the design of a coder-controller pair that ensures invariance of a given set for a networked control system with a finite communication data rate.

Place, publisher, year, edition, pages
PERGAMON-ELSEVIER SCIENCE LTD , 2021. Vol. 129, article id 109588
Keywords [en]
Invariant cover, Invariance feedback entropy, Networked control systems
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-298166DOI: 10.1016/j.automatica.2021.109588ISI: 000655689600020Scopus ID: 2-s2.0-85103767640OAI: oai:DiVA.org:kth-298166DiVA, id: diva2:1575835
Note

QC 20210630

Available from: 2021-06-30 Created: 2021-06-30 Last updated: 2022-06-25Bibliographically approved

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Gao, YulongJohansson, Karl H.

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