Description: Discrete Fourier and Wavelet Transforms : An Introduction Through Linear Algebra With Applications to Signal Processing, Hardcover by Goodman, Roe W., ISBN 9814725765, ISBN-13 9789814725767, Brand New, Free shipping in the US This textbook for undergraduate mathematics, science, and engineering students introduces the theory and applications of discrete Fourier and wavelet transforms using elementary linear algebra, without assuming prior knowledge of signal processing or advanced explains how to use the Fourier matrix to extract frequency information from a signal and how to use circulant matrices to emphasize selected frequency ranges. It introduces discrete wavelet transforms for signals through the lifting method and illustrates through examples and computer explorations how these transforms are used in signal and image processing. Then the general theory of discrete wavelet transforms is developed via the matrix algebra of two-channel filter banks. Finally, wavelet transforms for analog signals are constructed based on filter bank results already presented, and the mathematical framework of multiresolution analysis is examined.
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Book Title: Discrete Fourier and Wavelet Transforms : An Introduction Through
Number of Pages: 300 Pages
Publication Name: Discrete Fourier and Wavelet Transforms : An Introduction Through Linear Algebra with Applications to Signal Processing
Language: English
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Algebra / Linear, Signals & Signal Processing, Numerical Analysis, Transformations, Discrete Mathematics, Mathematical Analysis
Publication Year: 2016
Item Weight: 0 Oz
Type: Textbook
Subject Area: Mathematics, Technology & Engineering
Author: Roe W. Goodman
Format: Hardcover
