Digital Signal Processing- John G. Proakis -1st Edition


Giving students a balance of theory and practical application, this no-nonsense text presents the fundamental concepts and techniques of modern digital signal with related algorithms and applications.

Covering both time-domain and - domain methods for the of linear, discrete-time systems, the book offers cutting-edge coverage on such topics as sampling, digital , filter realizations, deconvolution, interpolation, decimation, state-space methods, spectrum analysis, and more. Rigorous and challenging, it further prepares students with numerous examples, exercises, and experiments emphasizing software implementation of digital algorithms integrated throughout.

Table of Contents

1. Introduction.
2. Discrete-Time Signals and Systems.
3. The Z-Transform and Its Application to the Analysis of LTI Systems.
4. Frequency Analysis of Signals and Systems.
5. The Discrete Fourier Transform: Its Properties and Applications.
6. Efficient Computation of the DFT: Fast Fourier Transform Algorithms.
7. Implementation of Discrete-Time Systems.
8. Design of Digital Filters.
9. Sampling and Reconstruction of Signals.
10. Multirate Digital Signal Processing.
11. Linear Prediction and Optimum Linear Filters.
12. Power Spectrum Estimation.

Appendix A. Random Signals, Correlation Functions, and Power Spectra.
Appendix B. Random Numbers Generators.
Appendix C. Tables of Transition Coefficients for the Design of Linear-Phase FIR Filters.
Appendix D. List of MATLAB Functions.
References and Bibliography.
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