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无线网状网容量分析与优化理论研究
引用本文:杨盘隆,陈贵海.无线网状网容量分析与优化理论研究[J].软件学报,2008,19(3):687-701.
作者姓名:杨盘隆  陈贵海
作者单位:1. 南京大学,计算机科学与技术系,江苏南京,210093;南京大学,计算机软件新技术国家重点实验室,江苏南京,210093;解放军理工大学,通信工程学院电信工程系,江苏南京,210007
2. 南京大学,计算机科学与技术系,江苏南京,210093;南京大学,计算机软件新技术国家重点实验室,江苏南京,210093
基金项目:Supported by the National Basic Research Program of China under Grant No.2006CB303004 (国家重点基础研究发展计划(973)),the National Natural Science Foundation of China under Grant Nos.60673154, 60573131 (国家自然科学基金),the Natural Science Foundation of Jiangsu Province of China under Grant No.BK2005411 (江苏省自然科学基金),the Jiangsu High-Tech Research Project of China under Grant No.BG2007391 (江苏省高技术研究计划)
摘    要:首先对网状网容量估计与优化理论的技术难点进行分析,总结了其中的研究意义.根据国内外的研究现状,对干扰模型和调度模型进行总结与归纳,并对典型的优化模型进行了介绍.对目前容量优化算法常用的数学模型——规划模型、信息论模型、组合优化和随机过程模型进行了总结,提出了算法评价准则,对现有模型进行了点评.最后对未来的发展趋势提出了自己的观点.

关 键 词:无线网状网  NP完全问题  容量估计理论  线性规划  近似算法
收稿时间:2007-05-27
修稿时间:2007-08-16

Research Paradigm of Capacity Analysis and Optimizing Theory on Wireless Mesh Network
YANG Pan-Long and CHEN Gui-Hai.Research Paradigm of Capacity Analysis and Optimizing Theory on Wireless Mesh Network[J].Journal of Software,2008,19(3):687-701.
Authors:YANG Pan-Long and CHEN Gui-Hai
Abstract:This paper firstly analyzes the technical difficulties in capacity estimation and optimization theory on wireless mesh network, and summarize the prospects in it. Based on the existing work in this area, a brief introduction to interference model and schedule model of capacity analysis problem is proposed. An optimization model is proposed based on the two models mentioned above. This paper reviews the mathematical models in capacity analysis, including programming model, information model, combinatorial optimization models and stochastic model. Evaluation metrics of capacity analysis model is proposed, and different models are evaluated by using this rule. At the end of this paper, future works of capacity analysis and optimization theory are introduced.
Keywords:wireless mesh network  NPC problem  capacity analysis theory  linear programming  approximation algorithm
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