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 |
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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 |
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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) |
Grasp basic theoretical and conceptual knowledge about the field and relations between them at the level of practice. |
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2) |
Possess basic knowledge about the causes and effects of political transformations in societies. |
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3) |
Possess knowledge about quantitative, qualitative and mixed research methods in social and behavioral sciences. |
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4) |
Recognize historical patterns while evaluating contemporary political and social developments. |
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5) |
Demonstrate interdisciplinary and critical approach while analyzing, synthesizing and forecasting domestic and foreign policy. |
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6) |
Conduct studies in the field professionally, both independently or as a team member. |
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7) |
Possess consciousness about lifelong learning based on Research & Development. |
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8) |
Communicate with peers both orally and in writing, by using a foreign language at least at a level of European Language Portfolio B1 General Level and the necessary informatics and communication technologies. |
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9) |
Apply field-related knowledge and competences into career advancement, projects for sustainable development goals, and social responsibility initiatives. |
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10) |
Possess the habit to monitor domestic and foreign policy agenda as well as international developments. |
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11) |
Possess competence to interpret the new political actors, theories and concepts in a global era. |
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12) |
Evaluate the legal and ethical implications of advanced technologies on politics. |
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