SLIDE 1 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
SLIDE 2
Detection Theory
SLIDE 3
Detection Theory Examples: Radar
SLIDE 4
Detection Theory Examples: Digital Communication
SLIDE 5
Detection Theory Examples: Speech Processing
SLIDE 6
Detection Theory Examples: Tests in Medicine
SLIDE 7 Statistical Detection Theory
- - Going back to our first example…
SLIDE 8
Statistical Detection Theory
SLIDE 9
Statistical Detection Theory
SLIDE 10
Statistical Detection Theory Neyman-Pearson Theorem
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Statistical Detection Theory Neyman-Pearson Theorem
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Statistical Detection Theory Neyman-Pearson Theorem
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Statistical Detection Theory Neyman-Pearson Theorem
Neyman-Pearson Theorem
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Statistical Detection Theory Neyman-Pearson Theorem (Derivation)
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Statistical Detection Theory Neyman-Pearson Theorem (Derivation)
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Statistical Detection Theory Neyman-Pearson Theorem (Example)
DC level in noise:
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Statistical Detection Theory Neyman-Pearson Theorem (Example)
DC level in noise:
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Statistical Detection Theory Receiver Operating Characteristic (ROC)
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Statistical Detection Theory Receiver Operating Characteristic (ROC)
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Statistical Detection Theory Deflection Coefficient
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Statistical Detection Theory Bayesian Risk
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Statistical Detection Theory Bayesian Risk
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Statistical Detection Theory Bayesian Risk
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Statistical Detection Theory Multiple Hypothesis Testing
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Statistical Detection Theory Multiple Hypothesis Testing
SLIDE 26
Statistical Detection Theory Multiple Hypothesis Testing (Example)
See Example 3.6
