Digital signal processing

Lecturer:

Pavel Sovka (gar.)

Tutor:

Pavel Sovka (gar.)

Supervisor:

Department of Circuit Theory

Synopsis:

Relationships between transformations and their consequences, OLA and OLS signal reconstruction. Recursive filter realization, frequency sampling filters, recursive DFT-Goertzel algorithm. Short-time Fourier transform as a filterbank. Parametric methods: model types, analysis-synthesis,

linear prediction and estimation. Spectral and frequency analysis, noise and signal subspace, EVD and SVD. Cepstral analysis, problemas of liftering and signal deconvolution. Notes on adaptive filtering and blind source separation. Notes on wavelets and filter banks.

Requirements:

Syllabus of lectures:

Syllabus of tutorials:

Study Objective:

Study materials:

[1] Madisetti, V.K.: The Digital Signal Processing Handbook, CRC Press, 1998

[2] Lee, T. W.: Independent Component Analysis, Kluwer Academic Publishers, London, 1998

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	roomT2:C2-86 Sovka P. 16:15–17:45 (lecture parallel1) Dejvice Cvičebna
Tue
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:

• Doctoral studies, daily studies (compulsory elective course)
• Doctoral studies, combined studies (compulsory elective course)
• Doctoral studies, structured daily studies (compulsory elective course)
• Doctoral studies, structured combined studies (compulsory elective course)