| Academic Year |
2024Year |
School/Graduate School |
School of Integrated Arts and Sciences Department of Integrated Arts and Sciences |
| Lecture Code |
ANM15001 |
Subject Classification |
Specialized Education |
| Subject Name |
情報理論 |
Subject Name
（Katakana） |
ジョウホウリロン |
Subject Name in
English |
Information Theory |
| Instructor |
KODAMA MEI |
Instructor
(Katakana) |
コダマ メイ |
| Campus |
Higashi-Hiroshima |
Semester/Term |
3rd-Year, First Semester, 2Term |
| Days, Periods, and Classrooms |
(2T) Tues5-8：IAS C808 |
| Lesson Style |
Lecture |
Lesson Style
(More Details) |
|
Lecture with some practice using a projector
/ Online or face-to-face |
| Credits |
2.0 |
Class Hours/Week |
|
Language of Instruction |
J
:
Japanese |
| Course Level |
3
:
Undergraduate High-Intermediate
|
| Course Area（Area） |
25
:
Science and Technology |
| Course Area（Discipline） |
02
:
Information Science |
| Eligible Students |
Third/ Fourth Grade students in Faculty of Integrated Arts and Sciences, and other students |
| Keywords |
Information Theory, Entropy, Code, Code Theory |
| Special Subject for Teacher Education |
|
Special Subject |
|
Class Status
within Educational
Program
(Applicable only to targeted subjects for undergraduate students) | Explain fundamentals of information theory with models and expressions for information.
This provides a part of fundations of information science. |
|---|
Criterion referenced
Evaluation
(Applicable only to targeted subjects for undergraduate students) | Integrated Arts and Sciences
（Knowledge and Understanding）
・Knowledge and understanding of the importance and characteristics of each discipline and basic theoretical framework.
（Abilities and Skills）
・The ability and skills to specify necessary theories and methods for consideration of issues.
（Comprehensive Abilities）
・The ability to conduct research proactively by combining knowledge, understanding, and skills for the tasks, based on flexible creativity and imagination. |
|---|
Class Objectives
/Class Outline |
Understand fundamentals of information theory and its some practical applications. |
| Class Schedule |
lesson1 Guidance, Introduction of Information Theory
lesson2 Amount of Information
lesson3 Entropy
lesson4 Information Source
lesson5 Markov Information Source
lesson6 Information Source Encoding, Instantaneous Code
lesson7 Kraft's Inequality, source coding theorem
lesson8 Compact Code, Huffman Code
lesson9 Channel Model
lesson10 Channel and Capacity
lesson11 Channel Coding and Channel Coding Theorem
lesson12 Error Detection and Correction
lesson13 Linear Code
lesson14 Cyclic Code
lesson15 Summary
Reports, Midterm Examination and Final Examination(or report) |
Text/Reference
Books,etc. |
平田廣則: ``情報理論のエッセンス"，オーム社 (2014). |
PC or AV used in
Class,etc. |
|
| (More Details) |
Projector / online |
| Learning techniques to be incorporated |
|
Suggestions on
Preparation and
Review |
Basically, the materials will be provided by the website using an E-learning system.
You can browse them. Please feel free to use them for your preparation and review. |
| Requirements |
|
| Grading Method |
Reports 20%, Midterm Examination(or report) 40%, Final Examination(or report) 40% |
| Practical Experience |
|
| Summary of Practical Experience and Class Contents based on it |
|
| Message |
|
| Other |
|
Please fill in the class improvement questionnaire which is carried out on all classes.
Instructors will reflect on your feedback and utilize the information for improving their teaching. |