Introduction to Orthogonal Transforms: With Applications in Data Processing and Analysis

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Ruye Wang (Harvey Mudd College, California)

Introduction to Orthogonal Transforms

With Applications in Data Processing and Analysis

Ruye Wang (Harvey Mudd College, California)

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Hardback

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English

Cambridge University Press
08 March 2012

Mathematics & Sciences; Electronics & communications engineering; Communications engineering & telecommunications; Signal processing

A systematic, unified treatment of orthogonal transform methods for signal processing, data analysis and communications, this book guides the reader from mathematical theory to problem solving in practice. It examines each transform method in depth, emphasizing the common mathematical principles and essential properties of each method in terms of signal decorrelation and energy compaction. The different forms of Fourier transform, as well as the Laplace, Z-, Walsh–Hadamard, Slant, Haar, Karhunen–Loève and wavelet transforms, are all covered, with discussion of how each transform method can be applied to real-world experimental problems. Numerous practical examples and end-of-chapter problems, supported by online Matlab and C code and an instructor-only solutions manual, make this an ideal resource for students and practitioners alike.

By: Ruye Wang (Harvey Mudd College California)
Imprint: Cambridge University Press
Country of Publication: United Kingdom
Dimensions: Height: 252mm, Width: 179mm, Spine: 30mm
Weight: 1.290kg
ISBN: 9780521516884
ISBN 10: 0521516889
Pages: 590
Publication Date: 08 March 2012
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active

Ruye Wang is a Professor in the Engineering Department at Harvey Mudd College. Previously a Principal Investigator at the Jet Propulsion Laboratory, NASA, his research interests include image processing, computer vision, machine learning and remote sensing.