Jul 07, 2025  
2025-2026 Undergraduate Catalog 
    
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2025-2026 Undergraduate Catalog

ELE 459 - Signal Processing Detection Theory

Hypothesis Testing; Neyman-Pearson detector; Receiver Operating Characteristic (ROC) Curve; Bayesian detector; Composite Hypothesis Testing; Multiple Hypothesis Testing (Classification problems); detection of deterministic and random signals; detection of signals with unknown model parameters and the GLRT detector; detectors based on machine learning approaches.

Prerequisites & Notes
PRQ: ELE 360.
Credits: 3