Advanced Digital Signal Processing for Graduate Students: Time-Frequency Analysis, Filter Banks, and Wavelet Transform with MATLAB Implementations

This book serves as a comprehensive textbook for graduate-level advanced digital signal processing courses, designed to deepen readers' understanding of modern signal processing techniques. The 13-chapter structure systematically explores three fundamental knowledge systems in contemporary signal processing: time-frequency analysis, filter banks, and wavelet transforms. During development, special emphasis was placed on integrating theoretical principles with practical applications, ensuring the material supports both mathematical rigor and self-directed learning while comprehensively representing these core technical domains. The accompanying CD-ROM contains over 100 MATLAB 6.5 programs and supporting data files that implement key algorithms discussed throughout the text. These code examples cover most theoretical cases and graphical illustrations presented in the book, allowing readers to execute complete working implementations that regenerate example results and corresponding visualizations. The executable programs facilitate understanding of complex theoretical content through practical demonstration of concepts like spectrogram computation, multirate filter bank design, and discrete wavelet transform implementations.