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Biological Signals Processing

Language of instruction angličtina, čeština
Code 450-4032
Abbreviation ZBS
Course title Biological Signals Processing
Coordinating department Department of Cybernetics and Biomedical Engineering
Course coordinator Ing. Jan Kubíček, Ph.D.

Anotace

Characteristics of biological signals, coding data structures, digital signal processing - time domain and frequency domain - spectral analysis (Fourier analysis random (biological) signal and parametric spectrum analysis of random (biological) signal. Adaptive segmentation, automatic classifying biological
signal - learning operations, cluster analysis. Neural networks.Applications of signal processing EKG, EEG.

Povinná literatura

De Luca, G.: Fundamental Concepts in EMG Signal Acquisition; DelSys Inc, 2001
Kay, S.M., Marple, S.L.: Spectrum Analysis – A Modern Perspective, Proc. IEEE, vol. 69, 1981, pp. 1380-1419
Proakis, J.G., Manolakis, D.G.: Introduction to Digital Signal Processing. Macmillan Publishing Company , New York, 1988 (ISBN 0-02-396815-X)

Doporučená literatura

Cohen A., Biomedical signal processing, CRC Press, Boca Raton, Florida
Remond, A.: (Editor-in-chief): Handbook of electroencephalograph and clinical neuro-physiology, vol. 5. Elsevier, 1972
Dumermuth G., Fundamentals of spectral analysis in electroencephalography, In: A. Rémond (Ed.), EEG Informatics : A Didactic Review of Methods and Applications of EEG data Processing. Elsevier, Amsterdam,1977, pp. 83-105