Advanced Digital Signal Processing (EE363)
Time frequency Analysis, Time frequency distribution, Short time Fourier Transform. Multirate Signal Processing: Decimation Interpolation, DFT filter banks, QMF filter banks. Multiresolution Signal Analysis. Wavelets theory of sub band decompositions, sub band coding and Wavelet transforms, Application of wavelet transforms. Homomorphic signal processing : Homomorphic system for convolution, Properties of complex spectrum, Applications of homomorphic deconvolution. Multi-dimensional signal processing : Review of convolution and correlation. 2-D signals. Linear estimation of signals and applications: Random signals, Linear prediction and applications (deconvolution, least square filters). Recursive estimation and Kalman filters. Adaptive signal processing: Adaptive filters and applications. applications.