Algorithm Collections for Digital Signal Processing Applications Using Matlab

By: E.S. Gopi

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Hardcover | 20 September 2007

At a Glance

Hardcover
208 Pages

Dimensions(cm)
24.13 x 17.15 x 1.27

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$169.00

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The Algorithms such as SVD, Eigen decomposition, Gaussian Mixture Model, HMM etc. are scattered in different fields. There is the need to collect all such algorithms for quick reference. Also there is the need to view such algorithms in application point of view. Algorithm Collections for Digital Signal Processing Applications using MATLAB attempts to satisfy the above requirement. Also the algorithms are made clear using MATLAB programs.

Industry Reviews

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"The presented book is devoted to the realization of the Digital Signal Processing (DSP) algorithms, using Matlab. ... The book is written in such a way that it is suitable for non-mathematical readers and is very much suitable for the beginners who are doing research in Digital Signal Processing." (Tzvetan Semerdjiev, Zentralblatt MATH, Vol. 1189, 2010)

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You Can Find This Book In

Non-Fiction Computing & I.T.Business Applications Mathematical & Statistical Software Computer Science Digital Signal Processing (DSP)Mathematics Algebra Engineering & Technology Energy Technology & Engineering Electrical Engineering Electronics & Communications Engineering

Electronics Engineering Communications Engineering & Telecommunications Databases Data Capture & Analysis

Artificial Intelligence
Particle Swarm Algorithm	p. 1
Genetic Algorithm	p. 9
Simulated Annealing	p. 18
Back Propagation Neural Network	p. 24
Fuzzy Logic Systems	p. 32
Ant Colony Optimization	p. 44
Probability and Random Process
Independent Component Analysis	p. 53
Gaussian Mixture Model	p. 68
K-Means Algorithm for Pattern Recognition	p. 77
Fuzzy K-Means Algorithm for Pattern Recognition	p. 79
Mean and Variance Normalization	p. 84
Numerical Linear Algebra
Hotelling Transformation	p. 87
Eigen Basis	p. 91
Singular Value Decomposition (SVD)	p. 93
Projection Matrix	p. 95
Orthonormal Vectors	p. 100
Computation of the Powers of the Matrix 'A'	p. 103
Determination of K[superscript th] Element in the Sequence	p. 104
Computation of Exponential of the Matrix 'A'	p. 107
Solving Differential Equation Using Eigen decomposition	p. 108
Computation of Pseudo Inverse of the Matrix	p. 109
Computation of Transformation Matrices	p. 111
System Stability Test Using Eigen Values	p. 118
Positive Definite Matrix test for Minimal Location of the Function f (x1, x2, x3, x4...xn)	p. 119
Wavelet Transformation Using Matrix Method	p. 119
Selected Applications
Ear Pattern Recognition Using Eigen Ear	p. 135
Ear Image Data Compression using Eigen Basis	p. 141
Adaptive Noise Filtering using Back Propagation Neural Network	p. 145
Binary Image Rotation Using Transformation Matrix	p. 150
Clustering Texture Images Using K-means Algorithm	p. 152
Search Engine Using Interactive Genetic Algorithm	p. 156
Speech Signal Separation and Denoising Using Independent Component Analysis	p. 166
Detecting Photorealistic Images using ICA Basis	p. 170
Binary Image Watermarking Using Wavelet Domain of the Audio Signal	p. 175
Table of Contents provided by Blackwell. All Rights Reserved.

Algorithm Collections for Digital Signal Processing Applications Using Matlab

At a Glance

Hardcover

Industry Reviews

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