Language of instruction: |
English |
Type of course: |
Non-Departmental Elective |
Course Level: |
Associate (Short Cycle)
|
Mode of Delivery: |
|
Course Coordinator : |
Assoc. Prof. SAEID KARAMZADEH |
Course Lecturer(s): |
Assoc. Prof. ALKAN SOYSAL
|
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 |
|
3) |
Definition of mutual information and its calculation for different scenarios. |
|
4) |
Source coding theorem |
|
5) |
Applications of source coding theorem: Shannon codes, Huffman codes |
|
6) |
Channel coding theorem |
|
7) |
Differential entropy |
|
8) |
Capacity calculations for different channel models. Midterm |
|
9) |
The Gaussian channel and its capacity |
|
10) |
Basics of code construction, Error detection and correction |
|
11) |
Linear block codes |
|
12) |
Cyclic codes |
|
13) |
Convolutional codes |
|
14) |
Near capacity codes |
|
|
Program Outcomes |
Level of Contribution |
1) |
Students will have knowledge of fundemantals of mathemetaics and phsics |
|
2) |
Students will have konowledge of relevant software and hardware requirements in the office environment |
|
3) |
Having the ability to define and explain the fundemental concepts, principles and essentilas of software and having the ability to develop software. |
|
4) |
Having the ability to use tools, machines and having the ability to recognize and diagnose problems in the related computer fields. |
|
5) |
Having the ability to communicate efficiently in verbal and written Turkish, to know at least one foreign language in order to communicate with the colleagues and customers. |
|
6) |
Having the ability to setup,diagnose and maintanance of databases |
|
7) |
Having the ability to design graphical animations for desktop applications and internet programming. |
|
8) |
Having the ability to develop and control internet projects |
|
9) |
Having the ability to develop group projects, team work, software and hardware projects |
|
10) |
Having the ability to set up,diagnose operating systems and network systems |
|