Introduction to Orthogonal Transforms: With Applications in Data Processing and Analysis
Ruye Wang
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
카테고리:
년:
2012
판:
1
출판사:
Cambridge University Press
언어:
english
페이지:
590
ISBN 10:
052179725X
ISBN 13:
9780521797252
파일:
PDF, 8.97 MB
IPFS:
,
english, 2012