Digital Signal processing

Lecturer:

Pavel Sovka (gar.)

Tutor:

Pavel Sovka (gar.)

Supervisor:

Department of Circuit Theory

Synopsis:

Course gives an overview of signal analysis methods including estimation of second order statistics.

Requirements:

Syllabus of lectures:

1.Linear and cyclic convolution, filtration in frequency domain

2.Overlap-add and overlap-save methods

3.DFT and introduction to spectral analysis

4.Digital filter design

5.Examples of digital filters

6.Quantization, analysis, simulation

7.Sampling of band-pass signals, discrete Hilbert transform

8.Re-sampling, decimation and interpolation

9.Filter bank

10.Short-time Fourier transform and wavelets

11.Random processes, basic features

12.Estimation of ensemble and time averages

13.Spectral and correlation estimation

14.Signal modelling

Syllabus of tutorials:

1.Filtration in frequency domain

2.Implementation of overlap-save method

3.Illustration of leakage and windowing

4.Examples of digital filter design

5.Simulation of frequently used filters

6.Simulation of coefficients and signal quantization

7.Sampling of band-pass signals

8.Decimation and interpolation

9.Filter bank implementation

10.Examples of short-time Fourier analysis

11.Basic features of random signals

12.Estimation of second-order statistics

13.Spectral and correlation estimation

14.Linear prediction

Study Objective:

Study materials:

1.A. V.Oppenheim, R.W. Schaffer with J. R. Buck: Discrete-Time Signal Processing. Prentice-Hall, 1999

2.M. H. Hayes: Statistical digital signal processing and modeling, John Wiley, 1996

3.Narasimhan, S.V., Veena, S: Signal Processing, principles and implementation. Alpha Science International, Harrow, 2005

4.Proakis, J.G.: Digital Communications. McGraw-Hill, 2001

Note:

Time-table for winter semester 2011/2012:

	06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue	roomT2:D2-256 Sovka P. 11:00–12:30 (lecture parallel1) Dejvice PosluchárnaroomT2:B3-802 Sovka P. 14:30–16:00 (lecture parallel1 parallel nr.101) Dejvice Laborator K802
Fri
Thu
Fri

Time-table for summer semester 2011/2012:

Time-table is not available yet

The course is a part of the following study plans: