Introduction to Orthogonal Transforms by Ruye Wang - 9780521516884

Introduction to Orthogonal TransformsWith Applications in Data Processing and Analysis\nAuthor(s): Ruye Wang\nFormat: Hardback\nPublisher: Cambridge University Press, United Kingdom\nImprint: Cambridge University Press\nISBN-13: 9780521516884, 978-0521516884\nSynopsis\nA 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-, WalshHadamard, Slant, Haar, KarhunenLove 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 an.