| Bibliography: |
Obligatory:
Oppenheim A.V., Schafer W. - Cyfrowe przetwarzanie sygnałów, WKiŁ, Warszawa 1979
Lyons R. G. - Wprowadzenie do cyfrowego przetwarzania sygnałów, WKiŁ, Warszawa 1999
Cytowski J., Kępski R., Cyfrowe przetwarzanie sygnałów elektrokardioigraficznych, Wydawnictwo Naukowe UKSW, Warszawa, 2017
Complementary:
Oppenheim A.V. - Sygnały cyfrowe, przetwarzanie i zastosowania, WNT, Warszawa 1982
J. Cytowski, J. Gielecki, A. Gola, Przetwarzanie obrazów medycznych. Teoria. Algorytmy. Zastosowania. Oficyna wydawnicza EXIT, Warszawa 2009
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| Learning outcomes: |
Can perform the parameterization of the ECG I1_U01 signal
Can use speech recognition algorithms and perform speech coding with the use of linear signal prediction I1_U02
Can implement convolution and correlation algorithms using the Fast Fourier Transform (FFT), perform the estimation of the signal frequency using the window function and create the I1_U03 spectrogram
Can design selected analog and digital filters I1_U05
Is able to create technical documentation of the project of the analysis of sound signals I1_U15
Can perform basic signal analysis operations such as sampling, frequency analysis using DFT, generating the histogram I1_U18
Is aware of the fragmentation of his own knowledge in the field of digital signal processing and is ready to individually expand his skills I1_K01
Is ready to team work on IT projects with signal processing I1_K03
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| List of topics: |
Digital signal analysis
Analog signal sampling. Generating of discrete signals. Histogram.
Introduction to frequency analysis using DFT, sampling illustration.
Fast Fourier Transform algorithms.
Frequency estimation: the window function.
Spectrogram.
Zeros and poles of transfer function.
Analog filters of Butterworth, Chebyshev and elliptical.
IIR digital filters. Recursive digital signal filtering.
FIR digital filters. Non-recursive digital signal filtering by convolution.
Adaptative filters and applications.
Fast convolution and correlation algorithms using FFT.
Speech coding using linear prediction.
ECG parametrisation algorithms.
Classification algorithms - speech recognition.
Computer vision.
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