Book
Digital Signal Processing : Fundamentals, Applications, and Deep Learning
ISBN : 9780443273353
Author : Li Tan
Publisher : Elsevier
Year : 2025
Language : English
Type : Book
Description : 1. Introduction to Digital Signal Processing 2. Signal Sampling and Quantization 3. Digital Signals and Systems 4. Discrete Fourier Transform and Signal Spectra 5. The z-Transform 6. Digital Signal Processing Systems, Basic Filtering Types, and Digital Filter Realizations 7. Finite Impulse Response Filter Design 8. Infinite Impulse Response Filter Design 9. Adaptive Filters and Applications 10. Waveform Quantization and Compression 11. Multirate Digital Signal Processing, Oversampling of Analog-to-Digital Conversion, and Undersampling of Bandpass Signals 12. Subband and Wavelet-Based Coding 13. Image Processing Basics 14. Digital Signal Processing for Artificial Intelligence 15. Hardware and Software for Digital Signal Processors Appendix A: Introduction to the MATLAB Environment B: Review of Analog Signal Processing Basics C: Normalized Butterworth and Chebyshev Functions D: Sinusoidal Steady-State Response of Digital Filters E: Filter Design Equations by Frequency Sampling Design Method F: Wavelet Analysis and Synthesis Equations G: Review of Discrete-Time Random Signals H: Some Useful Mathematical Formulas Answers to Selected Problems
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