GAZI UNIVERSITY INFORMATION PACKAGE - 2019 ACADEMIC YEAR

COURSE DESCRIPTION

SPECTRAL ESTIMATION/5451351

COURSE INFORMATION

-- (CATALOG CONTENT)

-- (TEXTBOOK)

-- (SUPPLEMENTARY TEXTBOOK)

-- (PREREQUISITES AND CO-REQUISITES)

-- LANGUAGE OF INSTRUCTION

English

-- COURSE OBJECTIVES

-- COURSE LEARNING OUTCOMES

Knows the fundamental spectral estimation methods.
Obtains the ability to apply the fundamental spectral estimation methods.

-- MODE OF DELIVERY

The mode of delivery of this course is Face to face.

--WEEKLY SCHEDULE
1. Week	Matrix algebra basics.
2. Week	Probability and random processes.
3. Week	Periodogram.
4. Week	Blackman-Tukey spectral estimation.
5. Week	Rational transfer function models.
6. Week	Autoregressive processes and spectrum properties.
7. Week	Autoregressive (AR) spectral estimation methods.
8. Week	Moving average (MA) spectral estimation.
9. Week	Autoregressive-moving average (ARMA) spectral estimation.
10. Week	Mininum variance spectral estimation.
11. Week	Prony’s method.
12. Week	Beamforming and direction finding.
13. Week	MUSIC algorithm.
14. Week	ESPRIT algorithm.
15. Week
16. Week

-- TEACHING and LEARNING METHODS

-- ASSESSMENT CRITERIA

	Quantity	Total Weighting (%)
Midterm Exams	1	20
Assignment	2	20
Application	0	0
Projects	2	20
Practice	0	0
Quiz	0	0

Percent of In-term Studies		60
Percentage of Final Exam to Total Score		40

-- WORKLOAD

Activity	Total Number of Weeks	Duration (weekly hour)	Total Period Work Load
Weekly Theoretical Course Hours	14	3	42
Weekly Tutorial Hours			0
Reading Tasks	14	2	28
Searching in Internet and Library	14	2	28
Material Design and Implementation	3	6	18
Report Preparing	2	12	24
Preparing a Presentation			0
Presentation			0
Midterm Exam and Preperation for Midterm Exam	1	20	20
Final Exam and Preperation for Final Exam	1	20	20
Other (should be emphasized)			0
TOTAL WORKLOAD:			180
TOTAL WORKLOAD / 25:			7.2
Course Credit (ECTS):			7.5

-- COURSE'S CONTRIBUTION TO PROGRAM

-- NAME OF LECTURER(S)

(Prof.Dr. Erkan AFACAN)

-- WEB SITE(S) OF LECTURER(S)

(https://websitem.gazi.edu.tr/site/e.afacan)

-- EMAIL(S) OF LECTURER(S)

(e.afacan@gazi.edu.tr)

Gazi University