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Gérard Blanchet Digital Signal and Image Processing using (Hardback) (UK IMPORT)

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Digital Signal and Image Processing using MATLAB, Volume 3
Publication Name
Digital Signal and Image Processing Using MATLAB, Volume 3 Vol. 3 : Advances and Applications, the Stochastic Case
Title
Digital Signal and Image Processing using MATLAB, Volume 3
Subtitle
Advances and Applications, The Stochastic Case
Author
Maurice Charbit, Gérard Blanchet
Format
Hardcover
EAN
9781848217959
ISBN
9781848217959
Publisher
Wiley & Sons, Incorporated, John
Genre
Computing & Internet
Topic
Technology & Engineering
Release Date
06/10/2015
Release Year
2015
Language
English
Country/Region of Manufacture
GB
Item Height
0.9in
Item Length
9.5in
Item Width
6.5in
Item Weight
48.1 Oz
Publication Year
2015
Type
Textbook
Number of Pages
362 Pages

About this product

Product Information

Volume 3 of the second edition of the fully revised and updated Digital Signal and Image Processing using MATLAB(R), after first two volumes on the "Fundamentals" and "Advances and Applications: The Deterministic Case", focuses on the stochastic case. It will be of particular benefit to readers who already possess a good knowledge of MATLAB(R), a command of the fundamental elements of digital signal processing and who are familiar with both the fundamentals of continuous-spectrum spectral analysis and who have a certain mathematical knowledge concerning Hilbert spaces. This volume is focused on applications, but it also provides a good presentation of the principles. A number of elements closer in nature to statistics than to signal processing itself are widely discussed. This choice comes from a current tendency of signal processing to use techniques from this field. More than 200 programs and functions are provided in the MATLAB(R) language, with useful comments and guidance, to enable numerical experiments to be carried out, thus allowing readers to develop a deeper understanding of both the theoretical and practical aspects of this subject.

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
1848217951
ISBN-13
9781848217959
eBay Product ID (ePID)
204139791

Product Key Features

Author
Maurice Charbit, Gérard Blanchet
Publication Name
Digital Signal and Image Processing Using MATLAB, Volume 3 Vol. 3 : Advances and Applications, the Stochastic Case
Format
Hardcover
Language
English
Publication Year
2015
Type
Textbook
Number of Pages
362 Pages

Dimensions

Item Length
9.5in
Item Height
0.9in
Item Width
6.5in
Item Weight
48.1 Oz

Additional Product Features

Lc Classification Number
Tk5102.9.B54513
Edition Number
2
Table of Content
Foreword ix Notations and Abbreviations xiii 1 Mathematical Concepts 1 1.1 Basic concepts on probability 1 1.2 Conditional expectation 9 1.3 Projection theorem 10 1.4 Gaussianity 13 1.5 Random variable transformation 18 1.6 Fundamental statistical theorems 21 1.7 Other important probability distributions 23 2 Statistical Inferences 25 2.1 Statistical model 25 2.2 Hypothesis tests 27 2.3 Statistical estimation 41 3 Monte-Carlo Simulation 85 3.1 Fundamental theorems 85 3.2 Stating the problem 86 3.3 Generating random variables 88 3.4 Variance reduction 99 4 Second Order Stationary Process 107 4.1 Statistics for empirical correlation 107 4.2 Linear prediction of WSS processes 111 4.3 Non-parametric spectral estimation of WSS processes 124 5 Inferences on HMM 139 5.1 Hidden Markov Models (HMM) 130 5.2 Inferences on HMM 142 5.3 Gaussian linear case: the Kalman filter 143 5.4 Discrete finite Markov case 152 6 Selected Topics 163 6.1 High resolution methods 163 6.2 Digital Communications 186 6.3 Linear equalization and the Viterbi algorithm 211 6.4 Compression 220 7 Hints and Solutions 235 H1 Mathematical concepts 235 H2 Statistical inferences 237 H3 Monte-Carlo simulation 269 H4 Second order stationary process 283 H5 Inferences on HMM 283 H6 Selected Topics 300 8 Appendices 317 A1 Miscellaneous functions 317 A2 Statistical functions 318 Bibliography 329 Index 333
Copyright Date
2015
Topic
Signals & Signal Processing, Mathematical & Statistical Software
Lccn
2015-948073
Dewey Decimal
621.4
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Technology & Engineering

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