EEL 6504
Adaptive Signal Processing
Fall 2015
Instructor: Dr. Jose Principe, principe@cnel.ufl.edu
TA: Carlos Loza, cloza@ufl.edu
Office Hours: Tuesday, Thursday: 10:30 am - 11:30 am
Syllabus
Lecture notes
- Random processes
- Wiener filter
- Search for Optimum
- Performance Surface
- LMS Algorithm
- NLMS Algorithm
- Tracking Performance of Adaptive Filters
- Robustness of LMS
- FFT LMS
- RLS Algorithm
- Gamma filter
- Gamma_filter2
- Gamma filter update equations
- FFT LMS (new)
- Lattice IIR Gamma
- Robustness LMS
- Tracking LMS
- RKHS and filtering (password protected)
- Kernel adaptive filtering(password protected)
- Kernel adaptive filtering (Sohan Seth)
- Adaptive Algorithms for PCA [Part I]
- Adaptive Algorithms for PCA [Part II]
- Correntropy
- Online Kernel Learning
- ITL and Correntropy
Homeworks
- Homework 1 Due 09/15/2015
- Homework 2 Due 09/22/2015
- Homework 3 Due 09/29/2015
- Homework 4 Due 10/13/2015
- Homework 5 Due 11/10/2015
- Homework 6 Due 11/24/2015
- Lorenz Data for Homework 6
- Homework 2,3,4 Speech file (WAV) {save link/target as to download}
Projects
- Project 1 [project1.mat] Due 10/29/2015
- Project 2 [manatee data (zip)] Due 12/03/2015
