Jan 05, 2025  
Graduate Record 2014-2015 
    
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Graduate Record 2014-2015 [ARCHIVED RECORD]

ECE 7714 - 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. Prerequisite: ECE 6711 or instructor permission.



Credits: 3