Description

Book Synopsis
Time varying process identification (TVPI) techniques facilitate adaptive noise reduction, echo cancellation and predictive coding of signals. This treatment addresses the identification of time-varying characteristics of dynamic processes.

Trade Review
"...a comprehensive treatment...well-written and successful in combining mathematics and practical understanding of real world applications..." (Automatica, No.38, 2002)

Table of Contents
Modeling Essentials.

Models of Nonstationary Processes.

Process Segmentation.

Weighted Least Squares.

Least Mean Squares.

Basis Functions.

Kalman Filtering.

Practical Issues.

Epilogue.

References.

Index.

Identification of TimeVarying Processes

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A Hardback by Maciej Niedzwiecki

15 in stock


    View other formats and editions of Identification of TimeVarying Processes by Maciej Niedzwiecki

    Publisher: Wiley
    Publication Date: 6/28/2000 12:00:00 AM
    ISBN13: 9780471986294, 978-0471986294
    ISBN10: 0471986291

    Description

    Book Synopsis
    Time varying process identification (TVPI) techniques facilitate adaptive noise reduction, echo cancellation and predictive coding of signals. This treatment addresses the identification of time-varying characteristics of dynamic processes.

    Trade Review
    "...a comprehensive treatment...well-written and successful in combining mathematics and practical understanding of real world applications..." (Automatica, No.38, 2002)

    Table of Contents
    Modeling Essentials.

    Models of Nonstationary Processes.

    Process Segmentation.

    Weighted Least Squares.

    Least Mean Squares.

    Basis Functions.

    Kalman Filtering.

    Practical Issues.

    Epilogue.

    References.

    Index.

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