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


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

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

Table of Content

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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