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Introduction to Orthogonal Transforms

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

・ISBN 978-0-521-51688-4 hard GB£ 66.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-139-01515-8

著者・編者Wang, Ruye,
出版社(Cambridge University Press, UK)
出版年月2012
ページ数590 pp.
言語ENG
ニュース番号<M25-11707>

解説

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-Loeve 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.