Počet kreditů 5
Vyučováno v Winter
Rozsah výuky 2+2l
Garant předmětu
Přednášející
Cvičící

The goal of the subject is to make familiar with theory, methods and implementation of algorithms of the digital signal processing of one- and multi-dimensional signals related to the telecommunication technology.

Solid knowledge of the basics in the digital signal processing, advantageously in the extent of [1].

The aim of the study is to acquire the knowledge in theory, methods and implementation of algorithms of the digital signal processing of one- and multi-dimensional signals related to the telecommunication technology.

1. Sampling of continuous analog signals and their digitization

2. Integral transforms and their discrete counterparts

3. Decimation and interpolation, general sample rate conversion

4. Design of FIR filters

5. Design of IIR filters

6. Design of optimal FIR filters, narrow-band filters, comb filters, finite word length

7. Adaptive filtering, echo attenuation

8. Compression of acoustic signals

9. 2-D and n-D signals and systems

10. Design of 2-D FIR filters, separable, non-separable

11. Image compression

12. Video compression

13. Implementation of DSP algorithms

14. Architectures of digital signal processors

1. Matlab - Sampling of continuous analog signals and their digitization

2. Matlab - CTFT, DTFT, DFT, FFT, KLT

3. Matlab - Decimation and interpolation, general sample rate conversion

4. Matlab - Design of FIR filters

5. Matlab - Design of IIR filters

6. Matlab - Design of optimal FIR filters, narrow-band filters, comb filters, finite word length

7. Matlab - Adaptive filtering, echo attenuation

8. Matlab - Compression of acoustic signals

9. Matlab - 2-D and n-D signals and systems

10. Matlab -Design of 2-D FIR filters, separable, non-separable

11. Matlab -Image compression

12. Matlab -Video compression

13. DSP C6x - Implementation of DSP algorithms

14. DSP C6x - Implementation of DSP algorithms-cont.

[1] James H. McClellan, Ronald W. Schafer, Mark A. Yoder, Signal Processing First, Prentice Hall, 2003.

[2] Sanjit K. Mitra, Digital Signal Processing, 4th Edition, McGraw-Hill, 2010.

[3] Rulph Chassaing, Donald S. Reay, Digital Signal Processing and Applications with the TMS320C6713 and TMS320C6416 DSK, 2nd Edition, John Wiley, 2008.

[4] Proprietary Materials for Lectures and Seminars

Rozvrh předmětu
Po
Út
St
Čt
PřednáškyCvičení