課程資訊
課程名稱
網路消息理論
Network Information Theory 
開課學期
112-2 
授課對象
電機資訊學院  電機工程學研究所  
授課教師
王奕翔 
課號
CommE5044 
課程識別碼
942EU0580 
班次
 
學分
3.0 
全/半年
半年 
必/選修
選修 
上課時間
星期二3,4,5(10:20~13:10) 
上課地點
 
備註
本課程以英語授課。上課地點:學新館118(夏農講堂)。
總人數上限:40人
外系人數限制:6人 
 
課程簡介影片
 
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課程概述

Network Information Theory is an advanced course designed for students who are interested in the quantitative aspects of information processing in a multi-terminal network setting. With the background of information theoretic results and tools in the point-to-point setup, questions regarding how to extend the framework beyond the simple point-to-point communication system naturally emerge soon after Claude E. Shannon's seminal paper in 1948. Research along this direction is collectively called Network Information Theory. In this course, based on the foundations developed in the preceding course Information Theory, we introduce representative results in this broad field, with applications in wireless communications, network information flow, distributed storage, etc.. 

課程目標
1. Introduce advanced topics in information theory, especially in network settings.
2. Expose students to research in information theory through literature survey, term projects, and in-class discussions. 
課程要求
Prerequisite: Information Theory.
Grading: Homework (40%), Project (30%), Participation (30%).  
預期每週課後學習時數
6-8 hours per week. 
Office Hours
 
指定閱讀
Selected book chapters and papers given in the lecture. 
參考書目
1. A. El Gamal and Y.-H. Kim, Network Information Theory, Cambridge University Press, 2011.
2. R. Yeung, Information Theory and Network Coding, Springer, 2008.
3. Y. Polyanskiy and Y. Wu, Information Theory: From Coding to Learning (draft), Cambridge University Press, forthcoming. 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
Homework 
40% 
Solving problems. 
2. 
Term Project 
30% 
Proposal + Oral presentation + Final report (typed in LaTeX) 
3. 
Participation 
30% 
In-class discussions about open-ended questions 
 
課程進度
週次
日期
單元主題
無資料