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Estimation and Detection Theory, Fall 2013  

Course information
Syllabus  

Annoucements

• Hw 1 is due on Thursday Sept. 26
• Hw 2 is due on Thursday Oct. 3
• Hw 3 is due on Thursday Oct. 10
• Thursday Oct. 17 is the deadline to turn in your topics for the class project!

Lecture Notes (password protected)

Note: Every lecture set below spans multiple class lectures.

• Lecture set 1
• Lecture set 2
• Lecture set 3
• Lecture set 4
• Lecture set 5
• Lecture set 6
• Lecture set 7
• Lecture set 8
• LSE - part I
• LSE - part II
• LSE - part III
• Bayesian - part I
• Bayesian - part II
• Detection Theory: Decision Theory 1
• Detection Theory: Decision Theory 2
• Detection Theory: Deterministic signals 1
• Detection Theory: Deterministic signals 2

Homework

• Hw 1                             Hw 1 Solution


• Hw 2                             Hw 2 Solution


• Hw 3: 3.9                      Hw 3 Solution


• Hw 4 : 4.1, 4.2            Hw 4 Solution


• Hw 5: 7.3                      Hw 5 Solution


• Hw 6: 8.1, 8.5, 8.27     Hw 6 Solution

Exams

• Practice Exam I          Practice Exam I Solution



• Practice Exam II         Practice Exam II Solution

Useful links

• Estimation and detection in radar systems, e.g.,    Target detection and parameter estimation for MIMO radar systems
• Estimation and detection in speech, e.g.,    Simultaneous Detection and Estimation Approach for Speech Enhancement
• Estimation and detection in seismology, e.g.,    Applications of detection and estimation theory to large array seismology
• Estimation and detection in biomedical imaging, e.g.,    Breast Cancer Detection Using Communications Technology
• Estimation and detection in communications, e.g.,    Joint signal detection and parameter estimation in multiuser communications