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


      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
      Also in:
      Digital signal processing (DSP) Electronics and communications engineering

      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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