Practical novel tests for ensuring safe adaptive control

Arvin Dehghani*, Brain D.O. Anderson, Rodney A. Kennedy

*Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)

    Abstract

    In this paper, we further illustrate the versatility and effectiveness of our novel tests for ensuring safe adaptive control in practice. The tests utilize a limited amount of experimental and possibly noisy data obtained from a closedloop-consisting of an existing known stabilizing controller connected to an unknown plant-to infer if the introduction of a prospective controller will stabilize the unknown plant. The need and importance of this arise in iterative identification and control algorithms, multiple-model adaptive control (MMAC), and multi-controller adaptive switching.

    Original languageEnglish
    Title of host publicationProceedings of the 47th IEEE Conference on Decision and Control, CDC 2008
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages708-713
    Number of pages6
    ISBN (Print)9781424431243
    DOIs
    Publication statusPublished - 2008
    Event47th IEEE Conference on Decision and Control, CDC 2008 - Cancun, Mexico
    Duration: 9 Dec 200811 Dec 2008

    Publication series

    NameProceedings of the IEEE Conference on Decision and Control
    ISSN (Print)0743-1546
    ISSN (Electronic)2576-2370

    Conference

    Conference47th IEEE Conference on Decision and Control, CDC 2008
    Country/TerritoryMexico
    CityCancun
    Period9/12/0811/12/08

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