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Multirate Statistical Signal Processing

  • Authors
  • Omid┬áS.┬áJahromi

Part of the Signals and Communication Technology book series (SCT)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Omid S. Jahromi
    Pages 1-15
  3. Omid S. Jahromi
    Pages 17-44
  4. Omid S. Jahromi
    Pages 45-65
  5. Omid S. Jahromi
    Pages 67-83
  6. Omid S. Jahromi
    Pages 85-106
  7. Omid S. Jahromi
    Pages 107-134
  8. Omid S. Jahromi
    Pages 135-148
  9. Omid S. Jahromi
    Pages 149-162
  10. Omid S. Jahromi
    Pages 163-163
  11. Back Matter
    Pages 165-171

About this book

Introduction

The ?eld of multirate signal processing has witnessed a great deal of progress and an increasingly wide range of applications since the publication of the ?rst textbook by Crochiere and Rabiner (1983). However, this progress has been mainly in the area of deterministic systems with emphasis on perfe- reconstruction and/or orthogonal systems. This book introduces a statistical theory for extracting information from signals that have di?erent sampling rates. This new theory generalizes the conventional (deterministic) theory of multirate systems beyond many of its constraints.Furthermore,itallowsfortheformulationofseveralnewproblems such as spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. I have arrived at the theory presented here by integrating concepts from diverse areas such as information theory, inverse problems and theory of - equalities. The process of merging a variety of concepts of di?erent origin results in both merits and shortcomings. The former include the fresh and - di?erentiated view of an amateur, providing scope of application. The latter include a lack of in-depth experience in each of the original ?elds. Granted, this may lead to gaps in continuity, however it goes without saying that a complete theory can seldom be achieved by one person and in a short time. My goal in writing this book has been to inspire the reader to initiate his own research and add to the theory of multirate statistical signal processing.

Keywords

Sensor Signal algorithm communication digital signal processor filter information information theory integrated circuit linear optimization signal processing static-induction transistor

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4020-5317-7
  • Copyright Information Springer 2007
  • Publisher Name Springer, Dordrecht
  • eBook Packages Engineering
  • Print ISBN 978-1-4020-5316-0
  • Online ISBN 978-1-4020-5317-7
  • Series Print ISSN 1860-4862
  • Buy this book on publisher's site