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Processing and analysis of biomedical signals

COURSE: Processing and analysis of biomedical signals

Code: ФЕИТ05022

ECTS points: 6 ЕКТС

Number of classes per week: 3+0+0+3

Lecturer: prof. d-r Lidija Ololoska - Gagoska

Subject of the course content:

Signals, introduction, definitions, Use of the techniques in processing - Fourier transform, wavelet transform, other methods Clustering and classification of signals, modulation and demodulation
Acquisition of signals, Techniques for noise reduction, time - averaging, spectral analysis and filtering, optimal filtering

Biomedical signals, genesis, sources and characteristics

Characteristics of cell and tissue from electrical aspect, Analysis of bio-signals with low level in the presence of noise, Acquisition of digital biomedical signals and processing

Compression of digital biomedical signals

Wavelet analysis in digital biomedical signals

Characteristics and analysis of ECG, EEG and EMG signals

Other biomedical signals

Literature:

  1. K. Najarian, R. Splinter:  Biomedical Signal and Image Processing, CRC Press, 2006
  2. J. D. Enderle, S. M. Blanchard, J. D. Bronzino: Introduction to Biomedical Engineering, Elsevier Press
  3. J. D. Bronzino, editor: Biomedical Engineering Fundamentals, CRC Press, 2006