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计算机工程 ›› 2012, Vol. 38 ›› Issue (06): 113-115. doi: 10.3969/j.issn.1000-3428.2012.06.037

• 网络与通信 • 上一篇    下一篇

基于最优化理论的无线传感器网络通信模型

尚兴宏,钱焕延,高德民   

  1. (南京理工大学计算机科学与技术学院,南京 210094)
  • 收稿日期:2011-07-20 出版日期:2012-03-20 发布日期:2012-03-20
  • 作者简介:尚兴宏(1975-),男,博士研究生,主研方向:无线传感器网络;钱焕延,教授、博士生导师;高德民,博士研究生
  • 基金资助:
    国家部委基金资助项目

Wireless Sensor Network Communication Model Based on Optimization Theory

SHANG Xing-hong, QIAN Huan-yan, GAO De-min   

  1. (School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing 210094, China)
  • Received:2011-07-20 Online:2012-03-20 Published:2012-03-20

摘要: 针对无线传感器网络中多源多基站的最大生命期问题,提出一种基于最优化理论的网络通信模型。根据无线传感器网络能量限制和数据流量守恒原则建立整数非线性规划模型,以网络最大生命期为最优目标,将能量和带宽作为限制的多约束条件,利用最优化技术中的分布式算法求解该模型。仿真结果表明,在多基站环境中,该模型能够延长网络生命期。

关键词: 无线传感器网络, 最优化理论, 最大生命期, 多基站, 投影次梯度算法

Abstract: Aiming at the maximum lifespan problem of multiple source and base stations in Wireless Sensor Network(WSN), this paper proposes a communication model based on optimization theory. It establishes integer nonlinear programming model according to the WSN data flow restrictions and energy conservation principle, with the maximum lifespan network for the best goal, makes energy and bandwidth as a limitation on the constraint conditions, uses optimization technology of distributed algorithm to solve the model. Simulation results show that, in many of the base station environment, this model can prolong the network life period.

Key words: Wireless Sensor Network(WSN), optimization theory, maximum lifetime, multiple base stations, projection subgridient algorithm

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