Output Reachable Set Estimation for Switched Linear Systems and Its Application in Safety Verification

This paper addresses the output reachable set estimation problem for continuous-time switched linear systems consisting of Hurwtiz stable subsystems. Based on a common Lyapunov function approach, the output reachable set is estimated by a union of bounding ellipsoids. Then, multiple Lyapunov functio...

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Veröffentlicht in:IEEE transactions on automatic control 2017-10, Vol.62 (10), p.5380-5387
Hauptverfasser: Weiming Xiang, Hoang-Dung Tran, Johnson, Taylor T.
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Sprache:eng
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Zusammenfassung:This paper addresses the output reachable set estimation problem for continuous-time switched linear systems consisting of Hurwtiz stable subsystems. Based on a common Lyapunov function approach, the output reachable set is estimated by a union of bounding ellipsoids. Then, multiple Lyapunov functions with time-scheduled structure are employed to estimate the output reachable set for switched systems under dwell-time constraint. Furthermore, the safety verification problem of uncertain switched systems is investigated based on the result of output reachable set estimation. First, a sufficient condition ensuring the existence of an approximate bisimulation relation between two switched linear systems with a prescribed precision is proposed. Then, the safety verification for an uncertain switched system can be performed through an alternative safety verification for a switched system with exact parameters. Numerical examples are provided to illustrate our results.
ISSN:0018-9286
1558-2523
DOI:10.1109/TAC.2017.2692100