Digital Signal Processing and Statistical Classification

Georges J. Miao, Marks A. Clements

492 pages, parution le 25/06/2002

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Résumé

This is the first book to introduce and integrate the topics of digital signal processing (DSP) and statistical classification together, and the only volume to introduce state-of-the-art transforms, including DFT, FFT, DCT, DST, DHT, DHLT, DFHT, DTWT, DWT, DHAT, PCT, CCT, CDT, and ODT together for DSP and digital communication applications. You get step-by-step guidance in discrete-time random processes; discrete-time domain signal processing and frequency domain signal analysis; discrete-time transforms; digital filter design and adaptive filtering; multirate digital signal processing; and statistical signal classification. The text also helps you overcome problems associated with multirate A/D and D/A converters.

Extensively referenced with over 1,065 equations, 142 illustrations, and numerous examples, the book furnishes an up-to-date, comprehensive, and coherent treatment of the fundamentals of this cutting-edge technology, based on the academic and industry experience of the authors. An excellent technical reference and research tool for both practicing engineers and graduate students in electrical, computer, and other engineering disciplines, this book offers assistance in applying DSP knowledge and statistical classification in real world applications. This authoritative volume includes critical concepts never before covered in this detail.

Contents

Introduction
Discrete-Time Signal Processing
Discrete-Time Random Processes
Discrete-Time Transforms
Digital Filtering
Adaptive Filters
Discrete-Time Multirate Signal Processing
Multirate Data Converters
Statistical Signal Classification
Transform-Based Statistical Signal Classification

Caractéristiques techniques

	PAPIER
Éditeur(s)	Artech House
Auteur(s)	Georges J. Miao, Marks A. Clements
Parution	25/06/2002
Nb. de pages	492
Format	16 x 23,5
Couverture	Broché
Poids	931g
Intérieur	Noir et Blanc
EAN13	9781580531351
ISBN13	978-1-58053-135-1