TY - BOOK AU - Wang,Ruye TI - Introduction to orthogonal transforms: with applications in data processing and analysis SN - 9780521516884 U1 - 515.723 23 PY - 2012/// CY - Cambridge PB - Cambridge University Press KW - Orthogonal Functions KW - Orthogonal polynomials KW - Orthogonal arrays KW - Orthogonalization methods N1 - Includes bibliographical references and index; 1. Signals and systems -- 2. Vector spaces and signal representation -- 3. Continuous-time Fourier transform -- 4. Discrete-time Fourier transform -- 5. Applications of the Fourier transforms -- 6. The Laplace and [zeta]-transforms -- 7. Fourier-related orthogonal transforms -- 8. The Walsh-Hadamard, slant, and Haar transforms -- 9. Karhunen-Loève transform and principal component analysis -- 10. Continuous- and discrete-time wavelet transforms -- 11. Multiresolultion analysis and discrete wavelet transform -- A. Review of linear algebra -- B. Review of random variables -- Bibliography -- Index N2 - A systematic, unified treatment of orthogonal transform methods that guides the reader from mathematical theory to problem solving in practice ER -