Course Details

Course details of EE6110
Course NoEE6110
Course TitleAdaptive Signal Processing
Course Content1) Review of Estimation Theory--- Minimum Mean Squared Error (MMSE) estimation--- Linear MMSE estimation--- Sequential linear MMSE estimation--- Kalman filter 2) Stochastic Gradient Algorithms--- Least Mean Squares (LMS) Algorithm--- Mean-square performance--- Transient performance 3) Least Squares Algorithms--- Recursive Least Squares (RLS) algorithm--- Kalman filtering and RLS algorithm 4) Other topics from: Array Algorithms, Lattice Filters, Robust Filters, Other performance criterion (other than MMSE and LS)
Course Offered this semesterNo
Faculty Name