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Digital Signal Processing Using MATLAB

Digital Signal Processing Using MATLAB

Andr¿ Quinquis

ISBN: 978-0-470-61099-2

Jul 2010, Wiley-ISTE

246 pages

Description

This book uses MATLAB as a computing tool to explore traditional DSP topics and solve problems. This greatly expands the range and complexity of problems that students can effectively study in signal processing courses. A large number of worked examples, computer simulations and applications are provided, along with theoretical aspects that are essential in order to gain a good understanding of the main topics. Practicing engineers may also find it useful as an introductory text on the subject.
Chapter 1. Introduction.

Chapter 2. 1-D and 2-D discrete-time signals.

Chapter 3. Discrete-time random processes.

Chapter 4. Statistics for signal processing.

Chapter 5. Convolution of 1-D and 2-D signals.

Chapter 6. Discrete Fourier transform of 1-D and 2-D discrete signals.

Chapter 7. Linear and invariant disctrete-time systems.

Chapter 8. Infinite impulse response filters.

Chapter 9. Finite impulse response filters.

Chapter 10. Digital modulations.

Chapter 11. Statistical signal processing: estimation.

Chapter 12. Power spectrum density estimation.

Chapter 13. Time-frequency spectral estimation.

Chapter 14. Model-based time-frequency spectral estimation.

Chapter 15. Statistical signal processing: classification.

Chapter 16. Data compression.

Chapter 17. Programming digital signal processors with MATLAB.

List of Authors.

Index.