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Informationen zum Autor Ruye Wang is a Professor in the Engineering Department at Harvey Mudd College. Previously a Principal Investigator at the Jet Propulsion Laboratory, NASA, his research interests include image processing, computer vision, machine learning and remote sensing. Klappentext A systematic, unified treatment of orthogonal transform methods that guides the reader from mathematical theory to problem solving in practice. Zusammenfassung A 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. Numerous practical examples and end-of-chapter problems! supported by online Matlab and C code! make this an ideal resource for students and practitioners alike. Inhaltsverzeichnis 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 z-transforms; 7. Fourier related orthogonal transforms; 8. The Walsh-Hadamard, slant and Haar transforms; 9. Karhunen-Loeve transform and principal component analysis; 10. Continuous and discrete-time wavelet transforms; 11. Multiresolution analysis and discrete wavelet transform; Appendix 1. Review of linear algebra; Appendix 2. Review of random variables.
