ECE 639
Detection and Estimation in Engineering Systems
Spring
Required Course:
No
Course Level
Graduate
Units
3
Prerequisite(s)
ECE 503
Course Texts
H. Vincent Poor, An Introduction to Detection and Estimation, 2nd edition, Springer-Verlag, 1994
Course Description
Communication, detection and estimation as statistical inference problems. Optimal detection in the presence of Gaussian noise. Extraction of signals in noise via MAP and MMSE techniques. Performance evaluation including Chernoff and Cramer-Rao bounds.
Syllabus Prepared By
Ivan B. Djordjevic and Boulat A. Bash, April 2013