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.

Basics in the digital signal processing.

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 1-D 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 - CCS.
14. DSP C6x - Implementation of DSP algorithms-cont.

[1] James H. McClellan, Ronald W. Schafer, Mark A. Yoder, Signal Processing First, Prentice Hall, 2003, ISBN 978-0130909992
[2] Sanjit K. Mitra, Digital Signal Processing, 4th Edition, McGraw-Hill, 2010
[3] Proprietary Materials for Lectures and Seminars
[4] Texas Instruments Teaching Materials provided by the tutor

Rozvrh předmětu
Po
Út
St
Čt
PřednáškyCvičení