H∞ filter design for nonlinear parameter-varying systems with quantized measurements

Shaosheng Zhou, Liang Wang, Wei Xing Zheng

    Research output: Contribution to journalArticlepeer-review

    10 Citations (Scopus)

    Abstract

    This paper deals with the problem of H∞ filter design for a class of nonlinear parameter-varying discrete-time systems with quantized signals. The measurement signal is quantized by a static logarithmic quantizer. Based on the stability with H∞ performance characterization obtained, sufficient conditions for the solvability of the H∞ filter design problem are presented. When these conditions are satisfied, an explicit expression of a desired filter is given. Finally, a numerical example is provided to demonstrate the applicability of the proposed approach.
    Original languageEnglish
    Pages (from-to)1781-1807
    Number of pages27
    JournalJournal of the Franklin Institute
    Volume349
    Issue number5
    DOIs
    Publication statusPublished - 2012

    Keywords

    • adaptive filters
    • digital control systems
    • discrete-time systems
    • parameter estimation
    • filter design

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