Jun 19, 2024  
Graduate Record 2005-2006 
Graduate Record 2005-2006 [ARCHIVED RECORD]

ECE 814 - Advanced Detection and Estimation

Analyzes classical detection theory and hypothesis testing (Bayes, Neymon-Pearson, minimax); robust hypothesis testing; decision criteria; sequential and nonparametric detection; classical estimation theory (Bayes, minimax, maximum likelihood); performance bounds; robust-outlier resistant estimation of location parameters; stochastic distance measures; parametric and robust operations in time series (Prediction, interpolation, filtering). Applications to problems in communications, control, pattern recognition, signal processing. (Y)

Prerequisites & Notes
Prerequisite: ECE 611 or instructor permission.

Credits: 3