Language of instruction: |
English |
Type of course: |
Non-Departmental Elective |
Course Level: |
Bachelor’s Degree (First Cycle)
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Mode of Delivery: |
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Course Coordinator : |
Assoc. Prof. SAEID KARAMZADEH |
Course Lecturer(s): |
Assoc. Prof. ALKAN SOYSAL
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Recommended Optional Program Components: |
none.......... |
Course Objectives: |
The aim of this course is to understand, in detail, basic information theory and coding theory arguments. Information theoretic analysis covers entropy/mutual information, source and channel coding. Coding theory analysis covers code construction, linear codes, cyclic and convolutional codes, near capacity codes. |
Week |
Subject |
Related Preparation |
1) |
Introduction to basic concepts of information transfer |
|
2) |
Define concepts of entropy, relative entropy, conditional entropy |
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3) |
Definition of mutual information and its calculation for different scenarios. |
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4) |
Source coding theorem |
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5) |
Applications of source coding theorem: Shannon codes, Huffman codes |
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6) |
Channel coding theorem |
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7) |
Differential entropy |
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8) |
Capacity calculations for different channel models. Midterm |
|
9) |
The Gaussian channel and its capacity |
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10) |
Basics of code construction, Error detection and correction |
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11) |
Linear block codes |
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12) |
Cyclic codes |
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13) |
Convolutional codes |
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14) |
Near capacity codes |
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Program Outcomes |
Level of Contribution |
1) |
Apply scientific methods or concepts in solving aviation-related problems |
3 |
2) |
Analyze and interpret data |
5 |
3) |
Work effectively on multi‐disciplinary and diverse teams |
5 |
4) |
Make professional and ethical decisions |
3 |
5) |
Communicate effectively, using both written and oral communication skills |
4 |
6) |
Engage in and recognize the need for life‐long learning |
5 |
7) |
Use the techniques, skills, and modern technology necessary for professional practice |
4 |
8) |
Assess the national and international aviation environment |
3 |
9) |
Apply pertinent knowledge in identifying and solving contemporary problems in the field of aviation |
3 |
10) |
Apply knowledge of business sustainability to aviation issues |
3 |