Blind signal processing

Blind signal processing: theory and practice

by Shi, Xizhi

Type Book
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This book 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 sign…

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Title Statements

  • Full title :Blind signal processing : theory and practice / Xizhi Shi.

Summary

This book 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.

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Edition Statements

  • Publication Date:©2011.

Publication Statements

The Physical Object

  • Description:xiv, 368 pages : : illustrations ; : 25 cm

Edition Identifiers

  • ISBN:9783642113468, 364211346X, 9783642113475, 3642113478, 9787313058201, 7313058209
  • oclc:ocn495781312
  • LC Classification:TK5102.9
  • Dewey Decimal:621.3822

Subjects

Blind source separation Séparation aveugle de sources (Traiteme… Signal processing Traitement du signal

Writers

Shi, Xizhi

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