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Advanced Signal Processing Methods


Modern signal processing methods. Higher-order statistics (HOS). Third and fourth order statistics. Calculation of cumulants, third and fourth order statistics. AR modelling using HOS. Time-frequency analysis. Signal analysis using the wavelet transform. Continuos and discrete wavelets. Multidimensional analysis. Adaptive filters diesign. Signal denoising. Delays and discontinuities detection and determination. Application on biomedical and other high complexity signals.


L. Hadjileontiadis, V. Charisis

Course Schedule

Wednesday 13:00-15:00, Theory

Wednesday 16:00-18:00, Exercises