Course Information

Course Name	Turkish	Sezim ve Kestirim Kuramı
	English	Detection and Estimation Theo.
Course Code	TEL 502E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	-	-	3	-	-
Course Language		English
Course Coordinator		Hakan Ali Çırpan
Course Objectives		The purpose of this course is to introduce to the students to the basic theory of statistical inference and teach them how to make use of this theory to develop methods of signal detection and estimation.
Course Description		Statistical decision theory, hypothesis testing, detection of known signals and signals with unknown parameters in noise, receiver performance and error probability, applications to radar and communications. Composite and nonparametric decision theory. Statistical estimation theory, performance measures and bounds, efficient estimators. Estimation of unknown signal parameters, applications. Linear estimation, Wiener filtering, Kalman filtering.
Course Outcomes		M.Sc./Ph.D. students who successfully pass this course gain knowledge, skill and competency in the following subjects; I) Concepts of statistical decision theory, decision criteria II) Detection of signals in noise III) Concepts of point estimation, estimation criteria IV) Wiener and Kalman filtering
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Required Facilities
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Textbook
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