Introduction to orthogonal transforms :with applications in data processing and analysis /
Wang, Ruye
Introduction to orthogonal transforms : with applications in data processing and analysis /
Ruye Wang.
- Cambridge ; New York : Cambridge University Press, 2012.
- xxii, 568 p. : ill. ; 26 cm.
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. Kaarhunen-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.