Digital Signal Processing

Principles, Algorithms and Applications: International Edition

John G. Proakis, Dimitris K Manolakis (Autoren)

Buch | Softcover

1016 Seiten

1995 | 3rd edition
Pearson (Verlag)
978-0-13-394289-7 (ISBN)

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Presents the fundamental concepts and techniques of modern digital signal processing with related algorithms and applications. This book offers coverage on such topics as sampling, digital filter design, filter realizations, deconvolution, interpolation, decimation, state-space methods, and spectrum analysis.

Suitable for a one- or two-semester undergraduate-level electrical engineering, computer engineering, and computer science course in Discrete Systems and Digital Signal Processing. Assumes some prior knowledge of advanced calculus, linear systems for continuous-time signals, and Fourier series and transforms.

Giving students a sound balance of theory and practical application, this no-nonsense text presents the fundamental concepts and techniques of modern digital signal processing with related algorithms and applications. Covering both time-domain and frequency- domain methods for the analysis of linear, discrete-time systems, the book offers cutting-edge coverage on such topics as sampling, digital filter design, 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 signal processing algorithms integrated throughout.

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.

Index.

Sprache	englisch
Maße	177 x 235 mm
Gewicht	1417 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Technik ► Nachrichtentechnik
ISBN-10	0-13-394289-9 / 0133942899
ISBN-13	978-0-13-394289-7 / 9780133942897
Zustand	Neuware