Detection and Estimation Theory Lectures 15 & 16- Detection Theory- Preliminaries Chapters 1 & 3 (The Detection Book) Mojtaba Soltanalian- UIC msol@uic.edu http://msol.people.uic.edu Based on ECE 531 Slides- 2011 (Prof. Natasha Devroye) & http://ens.ewi.tudelft.nl/Education/courses/et4386/Slides/09.detection.pdf
Detection Theory
Detection Theory Examples: Radar
Detection Theory Examples: Digital Communication
Detection Theory Examples: Speech Processing
Detection Theory Examples: Tests in Medicine
Statistical Detection Theory -- Going back to our first example …
Statistical Detection Theory
Statistical Detection Theory
Statistical Detection Theory Neyman-Pearson Theorem
Statistical Detection Theory Neyman-Pearson Theorem
Statistical Detection Theory Neyman-Pearson Theorem
Statistical Detection Theory Neyman-Pearson Theorem Neyman-Pearson Theorem
Statistical Detection Theory Neyman-Pearson Theorem (Derivation)
Statistical Detection Theory Neyman-Pearson Theorem (Derivation)
Statistical Detection Theory Neyman-Pearson Theorem (Example) DC level in noise:
Statistical Detection Theory Neyman-Pearson Theorem (Example) DC level in noise:
Statistical Detection Theory Receiver Operating Characteristic (ROC)
Statistical Detection Theory Receiver Operating Characteristic (ROC)
Statistical Detection Theory Deflection Coefficient
Statistical Detection Theory Bayesian Risk
Statistical Detection Theory Bayesian Risk
Statistical Detection Theory Bayesian Risk
Statistical Detection Theory Multiple Hypothesis Testing
Statistical Detection Theory Multiple Hypothesis Testing
Statistical Detection Theory Multiple Hypothesis Testing (Example) See Example 3.6
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