1 | Course Title: | INFORMATION THEORY |
2 | Course Code: | EEM5404 |
3 | Type of Course: | Optional |
4 | Level of Course: | Second Cycle |
5 | Year of Study: | 1 |
6 | Semester: | 2 |
7 | ECTS Credits Allocated: | 6 |
8 | Theoretical (hour/week): | 3 |
9 | Practice (hour/week) : | 0 |
10 | Laboratory (hour/week) : | 0 |
11 | Prerequisites: | None |
12 | Recommended optional programme components: | None |
13 | Language: | Turkish |
14 | Mode of Delivery: | Face to face |
15 | Course Coordinator: | Prof. Dr. TUNCAY ERTAŞ |
16 | Course Lecturers: | Yok |
17 | Contactinformation of the Course Coordinator: |
Prof. Dr. Tuncay ERTAŞ tertas@uludag.edu.tr Tel: (224) 294 2013 Adres: Elektrik-Elektronik Mühendisliği Bölümü, 5. Kat, Ofis No:523 |
18 | Website: | |
19 | Objective of the Course: | To understand the fundamentals concepts and limits of information and network information theory. |
20 | Contribution of the Course to Professional Development | Helps students gain ability of theoretical design and analysis of information systems. |
21 | Learning Outcomes: |
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22 | Course Content: |
Week | Theoretical | Practical |
1 | Introduction to information and network information theory | |
2 | Uncertainity, information, entropy, source coding theorem | |
3 | Data compression: Prefix, Huffman, Lempel-Ziv codes, Kraft inequality | |
4 | Asymptotic equipartition property, law of large numbers, typical sequences | |
5 | Discrete memoryless channels, mutual information, channel capacity | |
6 | Channel coding theorem, differential entropy, capacity theorem, capacity of binary input AWGN channel | |
7 | Gaussian channel capacity | |
8 | Gaussian channel capacity | |
9 | Wireless Channel Capacity | |
10 | Rate distortion | |
11 | Multi-user Gaussian channels, joint typicality | |
12 | MA channels, Slepian-Wolf coding | |
13 | Broadcast channels, relay channels | |
14 | Review |
23 | Textbooks, References and/or Other Materials: | T. Cover, J. Thomas: Elements of Inf. Theory, Wiley & Sons, 1991. |
24 | Assesment |
TERM LEARNING ACTIVITIES | NUMBER | PERCENT |
Midterm Exam | 1 | 25 |
Quiz | 0 | 0 |
Homeworks, Performances | 2 | 25 |
Final Exam | 1 | 50 |
Total | 4 | 100 |
Contribution of Term (Year) Learning Activities to Success Grade | 50 | |
Contribution of Final Exam to Success Grade | 50 | |
Total | 100 | |
Measurement and Evaluation Techniques Used in the Course | Measurement and evaluation are performed according to the Rules & Regulations of Bursa Uludağ University on Postgraduate Education. | |
Information | 1 midterm and 1 final exam is conducted in combination with 2 homeworks, and graded by using University's relative evaluation system. |
25 | ECTS / WORK LOAD TABLE |
Activites | NUMBER | TIME [Hour] | Total WorkLoad [Hour] |
Theoretical | 14 | 3 | 42 |
Practicals/Labs | 0 | 0 | 0 |
Self Study and Preparation | 14 | 4 | 56 |
Homeworks, Performances | 2 | 0 | 0 |
Projects | 0 | 0 | 0 |
Field Studies | 0 | 0 | 0 |
Midtermexams | 1 | 30 | 30 |
Others | 0 | 0 | 0 |
Final Exams | 1 | 52 | 52 |
Total WorkLoad | 180 | ||
Total workload/ 30 hr | 6 | ||
ECTS Credit of the Course | 6 |
26 | CONTRIBUTION OF LEARNING OUTCOMES TO PROGRAMME QUALIFICATIONS | ||||||||||||||||||||||||||||
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LO: Learning Objectives | PQ: Program Qualifications |
Contribution Level: | 1 Very Low | 2 Low | 3 Medium | 4 High | 5 Very High |