Subject description - QM-AFO
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QM-AFO |
Digital Signal processing |
Roles: | |
Extent of teaching: | 2P+2C |
Department: | 13131 |
Language of teaching: | |
Guarantors: | |
Completion: | Z,ZK |
Lecturers: | |
Credits: | 5 |
Tutors: | |
Semester: | Z |
Anotation:
Course gives an overview of signal analysis methods including estimation of second order statistics.
Course outlines:
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 |
Exercises outline:
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 |
Literature:
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 |
Requirements:
K získání zápočtu je vyžadována aktivní účast na cvičeních a vypracování semestrální práce. Předmět je zakončen zkouškou. Podrobnější informace jsou uvedeny na stránkách předmětu
http://noel.feld.cvut.cz/vyu/A2M99CZS
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Page updated 22.7.2024 17:51:39, semester: Z,L/2024-5, Z,L/2023-4, Send comments about the content to the Administrators of the Academic Programs |
Proposal and Realization: I. Halaška (K336), J. Novák (K336) |