Teaching

The lectures slides for the courses taught are available for download from this web-page as a PDF.

Advanced Signal Processing

  1. Course Introduction
  2. Lecture 1: Random Variables
  3. Lecture 2: ARMA Modeling
  4. Lecture 3: Estimation Theory
  5. Lecture 4: MVU Estimation
  6. Lecture 5: BLUE MLE
  7. Lecture 6: Least Squares
  8. Lecture 7: Adaptive Filters

Spectral Estimation and Adaptive Filtering

  1. Course Introduction
  2. Prerequisites
  3. Lecture 1: Spectral Estimation Introduction
  4. Lecture 2: Nonparametric SE
  5. Lecture 3: Modern SE
  6. Lecture 4: Adaptive SP
  7. Lecture 5: LMS Modifications
  8. Lecture 6: Feedback Filters
  9. Lecture 7: Sequential State Estimation
  10. Lecture 8: Blind Adaptive Filters