EE 525 Statistical Signal Processing I: Spectral Estimation

Unified introduction to theory, implementation, and applications of statistical signal processing methods. Focus on random signal modeling, characterization of stochastic signals and systems, and nonparametric spectral estimation. Designed to give a solid foundation in the underlying theory balanced with discussion of practical advantages and limitations of nonparametric spectral estimation methods.