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Introduction to Applied Statistical Signal Analysis
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General Information
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Type.................: Ebook
Part Size............: 5,278,496 bytes
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Posted by............: ~tqw~
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Release Notes
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Introduction to Applied Statistical Signal Analysis is designed for the
experienced individual with a basic background in mathematics, science, and
computer. With this predisposed knowledge, the reader will coast through the
practical introduction and move on to signal analysis techniques, commonly used
in a broad range of engineering areas such as biomedical engineering,
communications, geophysics, and speech.
Introduction to Applied Statistical Signal Analysis intertwines theory and
implementation with practical examples and exercises. Topics presented in detail
include: mathematical bases, requirements for estimation and detailed
quantitative examples for implementing techniques for classical signal analysis.
This book will help readers understand real-world applications of signal
analysis as they relate to biomedical engineering.
Table Of Contents
Introduction to Applied Statistical Signal Analysis is designed for the
experienced individual with a basic background in mathematics, science, and
computer. With this predisposed knowledge, the reader will coast through the
practical introduction and move on to signal analysis techniques, commonly used
in a broad range of engineering areas such as biomedical engineering,
communications, geophysics, and speech.
Introduction to Applied Statistical Signal Analysis intertwines theory and
implementation with practical examples and exercises. Topics presented in detail
include: mathematical bases, requirements for estimation and detailed
quantitative examples for implementing techniques for classical signal analysis.
This book will help readers understand real-world applications of signal
analysis as they relate to biomedical engineering.
Table Of Contents
1 INTRODUCTION AND TERMINOLOGY 1
2 EMPIRICAL MODELING AND APPROXIMATION 15
3 FOURIER ANALYSIS 51
4 PROBABILITY CONCEPTS AND SIGNAL CHARACTERISTICS 101
5 INTRODUCTION TO RANDOM PROCESSES AND SIGNAL PROPERTIES 155
6 RANDOM SIGNALS, LINEAR SYSTEMS, AND POWER SPECTRA 201
7 SPECTRAL ANALYSIS FOR RANDOM SIGNALS: NONPARAMETRIC METHODS 229
8 RANDOM SIGNAL MODELING AND PARAMETRIC SPECTRAL ESTIMATION 287
9 THEORY AND APPLICATION OF CROSS CORRELATION AND COHERENCE 331
10 ENVELOPES AND KERNEL FUNCTIONS 367
APPENDICES
INDEX 393
Product Details
* ISBN: 0120885816
* ISBN-13: 9780120885817
* Format: Textbook Hardcover, 402pp
* Publisher: Elsevier Science & Technology Books
* Pub. Date: December 2006
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