Statistical DSP & Modeling

Catalog description

This course discusses the advanced topics of Statistical DSP and modeling approaches. These topics include an overview of Discrete Random Processes, Special types of DRPs including AR, MA, and ARMA processes, Wiener and Adaptive filtering, Non-parametric and Parametric spectral estimation, Frequency estimation, and use of stochastic modeling for parameter estimation; and other advanced topics.