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- ele-559 - signal-processing-detection-theory
Northern Illinois University Course Info
Dekalb, Illinois
Course Info
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ELE 559
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
Units: 3.0
Prerequisites:
ELE 360 - Communications Systems