EE:623, Advance Digital Signal Processing (A-DSP)

The course cover advance concepts in Signal Modeling, Optimum Filters, Spectrum Estimation

Signal Modeling: Least Square Method, Pade Approximation, Prony’s Method, Finite Date Records, Stochastic Models (ARMA, AR and MA)

The Levinson Recursion: The  Levinson-Durbin Recursion, Lattice Filters

Optimum Filters: The FIR Wiener Filter, Filtering, Linear Prediction, Noise Cancellation

Spectrum Estimation: Nonparametric Methods , Minimum Variance Spectrum Estimation, Maximum Entropy Methods, Parametric Methods, Frequency Estimation