On system identification in a networked environment

Jiandong Wang, Wei Xing Zheng, Tongwen Chen

    Research output: Chapter in Book / Conference PaperConference Paper

    2 Citations (Scopus)

    Abstract

    This paper is concerned with identifying linear time-invariant systems working in a networked environment. It turns out that the running mode of actuators in the networked environment is a decisive factor in forming such networked identification problems with very different complexities. Given this, the focus of the paper is placed upon the configuration of event-driven actuators subject to random network-induced delays and packet dropouts. Then the associated networked identification problem is to identify continuous-time linear time-invariant models from the general non-uniformly nonsynchronized sampled data. A modified version of the simplified refined instrumental variable method is developed to solve this networked identification problem, with its performance being verified via simulation results.
    Original languageEnglish
    Title of host publicationProceedings of the 48th IEEE Conference on Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference, Shanghai, China (16-18 Dec. 2009)
    PublisherI.E.E.E.
    Pages2610-2615
    Number of pages5
    ISBN (Print)9781424438716
    Publication statusPublished - 2009
    EventJoint IEEE Conference on Decision & Control and Chinese Control Conference -
    Duration: 1 Jan 2009 → …

    Conference

    ConferenceJoint IEEE Conference on Decision & Control and Chinese Control Conference
    Period1/01/09 → …

    Keywords

    • linear time invariant systems
    • networks

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