1
课程大纲
COURSE SYLLABUS
1.
课程代码/名称
Course Code/Title
EEE5026 无线通信系统优化
Optimization of Communication Systems
2.
课程性质
Compulsory/Elective
专业课
3.
课程学分/学时
Course Credits/Hours
3/48
4.
授课语言
Teaching Language
English
5.
授课教师
Instructor(s)
Wang Rui
6.
先修要求
Pre-requisites
No
7.
教学目标 Course Objectives
Study how key problems in communication systems, both point-to-point and networked systems, can
be formulated and solved as various forms of linear or nonlinear optimization problems. Introduce
the tools of linear and convex optimization and Lagrange duality. Study both theoretical
properties and computational algorithms of the optimization methodology, through specific
applications to the analysis and design of communication systems.bb
8.
教学方法 Teaching Methods
9.
教学内容 Course Contents
Section 1
Week 1： (Overview: Communication Systems and Optimization Mentality)
Section 2
Week 2： (Convex Sets and Convex Functions)
Section 3
Week 3： (Convex Optimization and Lagrange Duality)
Section 4
Week 4： (Linear Programming)
2
Section 5
Week 5： (Network Flow Problem)
Section 6
Week 6： (Geometric Programming and Applications)
Section 7
Week 7： (Gradient and Distributed Algorithms)
Section 8
Week 8： (TCP Congestion Control)
Section 9
Week 9： (Scheduling)
Section 10
Week 10： (Layering As Optimization Decomposition)
Section 11
Week 11：(DSL Spectrum Management)
Section 12
Week 12： (Wireless Network Power Control)
Section 13
Week 13： (SDP and Detection and Estimation)
Section 14
Week 14： (Nonconvex Optimization)
Section 15
Week 15：(Stochastic Network Optimization)
Section 16
Week 16： (Interior Point Algorithms)
10
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课程考核 Course Assessment
Final Examination + Homework + Project
11
.
教材及其它参考资料 Textbook and Supplementary Readings
No
