Statistical & Adaptive Signal Processing / Edition 1

Statistical & Adaptive Signal Processing / Edition 1

by Dimitris Manolakis, Stephen M. Kogon, Vinay K. Ingle
     
 

ISBN-10: 1580536107

ISBN-13: 9781580536103

Pub. Date: 04/30/2011

Publisher: Artech House, Incorporated

This authoritative volume on statistical and adaptive signal processing offers you a unified, comprehensive and practical treatment of spectral estimation, signal modeling, adaptive filtering, and array processing. Packed with over 3,000 equations and more than 300 illustrations, this unique resource provides you with balanced coverage of implementation issues,

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Overview

This authoritative volume on statistical and adaptive signal processing offers you a unified, comprehensive and practical treatment of spectral estimation, signal modeling, adaptive filtering, and array processing. Packed with over 3,000 equations and more than 300 illustrations, this unique resource provides you with balanced coverage of implementation issues, applications, and theory, making it a smart choice for professional engineers and students alike.

Product Details

ISBN-13:
9781580536103
Publisher:
Artech House, Incorporated
Publication date:
04/30/2011
Series:
Artech House Signal Processing Library
Edition description:
New Edition
Pages:
816
Product dimensions:
1.69(w) x 8.50(h) x 11.00(d)

Table of Contents

Preface
1Introduction1
2Fundamentals of Discrete-Time Signal Processing33
3Random Variables, Vectors, and Sequences75
4Linear Signal Models149
5Nonparametric Power Spectrum Estimation195
6Optimum Linear Filters261
7Algorithms and Structures for Optimum Linear Filters333
8Least-Squares Filtering and Prediction395
9Signal Modeling and Parametric Spectral Estimation445
10Adaptive Filters499
11Array Processing621
12Further Topics691
App. AMatrix Inversion Lemma745
App. BGradients and Optimization in Complex Space747
App. CMatlab Functions753
App. DUseful Results from Matrix Algebra755
App. EMinimum Phase Test for Polynomials767
Bibliography769
Index787

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