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Blind Signal Processing

Theory and Practice

  • Xizhi Shi

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Xizhi Shi
    Pages 1-26
  3. Xizhi Shi
    Pages 60-83
  4. Xizhi Shi
    Pages 84-96
  5. Xizhi Shi
    Pages 97-112
  6. Xizhi Shi
    Pages 205-300
  7. Xizhi Shi
    Pages 301-366
  8. Back Matter
    Pages 367-368

About this book

Introduction

"Blind Signal Processing: Theory and Practice" not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms, underdetermined models, complex value methods, uncertainty of order in the separation of convolutive mixtures in frequency domains, and feature extraction using Independent Component Analysis (ICA). At the end of the book, results from a study conducted at Shanghai Jiao Tong University in the areas of speech signal processing, underwater signals, image feature extraction, data compression, and the like are discussed.

This book will be of particular interest to advanced undergraduate students, graduate students, university instructors and research scientists in related disciplines. Xizhi Shi is a Professor at Shanghai Jiao Tong University.

Keywords

Adaptive Signal Processing Blind Signal Processing Cognitive Information Processing ICA Independent Component Analysis PCA SJUP Signal Processing

Authors and affiliations

  • Xizhi Shi
    • 1
  1. 1.Institute of Vibration Shock & NoiseShanghai Jiao Tong UniversityShanghaiChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-11347-5
  • Copyright Information Shanghai Jiao Tong University Press,Shanghai and Springer-Verlag Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-11346-8
  • Online ISBN 978-3-642-11347-5
  • Buy this book on publisher's site