DB004105-现代信息论

研究生课程开设申请表

 开课院（系、所）：信息科学与工程学院       

 课程申请开设类型： 新开□     重开√     更名□（请在□内打勾，下同）

一、课程介绍（含教学目标、教学要求等）（300字以内）

掌握Shannon的随机编码的基本理论背景，着重理解渐近等分布性质、典型序列及其在Shannn理论中的作用，了解数据压缩与信道容量的理论极限，初步掌握率-失真理论与假设检验的主要知识，了解多用户信息论的基础知识以及网络编码的基本概念。

二、教学大纲（含章节目录）：（可附页）

熵与信息的测量

数据压缩

数据压缩与赌博

信道容量

最大熵与谱估计

信息论与统计学的关联

率-失真理论

网络信息论

信息论的应用

三、教学周历

四、主讲教师简介：

王桥， 教授、博士生导师。信号与信息处理国家重点学科主任。1966年3月出生。在武汉大学获得理学学士（1988）、硕士（1994）和博士（1997）学位，2001年晋升为教授，2003年批准为博士生导师。2003年1月——2004年1月在美国哈佛大学任高级访问学者。主要从事信号处理、图像处理与传输及其相关的数据挖掘等课题研究。历年来主持国家自然科学基金等科研项目，并且合作承担了科技部863计划项目、江苏省产学研科技成果转化项目等，在包括《IEEE  Transactions on Signal Processing》、《Journal of Physics》、《Computers and Mathematics with Applications》、《Nano Letters》、《Frontiers in Bioscience》、《Image and Vision Computing》、《Computer Vision and Image Understanding》、《Wireless Personal Communications》等国际著名期刊发表过学术论文。

五、任课教师信息（包括主讲教师）：

Application Form For Opening Graduate Courses

School (Department/Institute)：School of Information Science and Engineering

Course Type: New Open □   Reopen √    Rename □（Please tick in □, the same below）

1. Course Introduction (including teaching goals and requirements) within 300 words:

Understanding the measurement of information, the concepts concerning AEP and typical equaences etc, as well as rate-distortion theory and hypothesis test, the multi-user information theory and network coding.

2. Teaching Syllabus (including the content of chapters and sections. A sheet can be attached):

Entropy, and Measuring the Information

Data Compression

Gambling and Data Compression

Channel Capacity

Maximum Entropy and Spectral Estimation

Information Theory and Statistics

Rate Distortion Theory

Network Information Theory

Information Theory and the Stock Market

3. Teaching Schedule:

Note: 1.Above one, two, and three items are used as teaching Syllabus in Chinese and announced on the Chinese website of Graduate School. The four and five items are preserved in Graduate School.

2. Course terms: Spring, Autumn , and Spring-Autumn term.  

3. The teaching languages for courses: Chinese, English or Chinese-English.

4. Applicable range of discipline: public, first-class discipline, second-class discipline, and third-class discipline.

5. Practice includes: experiment, investigation, research report, etc.

6. Teaching methods: lecture, seminar, practice, etc.

7. Examination for degree courses must be in paper.

8. Teaching material websites are those which have already been announced.

9. Brief introduction of chief lecturer should include: personal information (date of birth, gender, degree achieved, professional title), research direction, teaching and research achievements. (within 100-500 words)

4. Brief Introduction of Chief lecturer:

WANG Qiao, Professor

5. Lecturer Information (include chief lecturer)