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Mar 28, 2024
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Graduate Record 2011-2012 [ARCHIVED RECORD]
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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 611 or instructor permission.
Credits: 3
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