北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2015, Vol. 38 ›› Issue (4): 122-127.doi: 10.13190/j.jbupt.2015.04.024

• 研究报告 • 上一篇    下一篇

路径重链接的GRASP最优化无线自组织网络能耗

彭海云, 候燕   

  1. 周口师范学院 计算机科学与技术学院, 河南 周口 466001
  • 收稿日期:2014-09-27 出版日期:2015-08-28 发布日期:2015-06-26
  • 作者简介:彭海云(1972-),女,副教授,硕士,E-mail:penghyzknu@126.com.
  • 基金资助:

    河南省科技厅基础与前沿项目(142300410432);河南省科技厅软科学项目(142400411123)

Optimal Energy Consumption of Wireless Ad Hoc Network Using GRASP with Path Relinks

PENG Hai-yun, HOU Yan   

  1. School of Computer Science and Technology, Zhoukou Normal University, Henan Zhoukou 466001, China
  • Received:2014-09-27 Online:2015-08-28 Published:2015-06-26

摘要:

针对无线自组织网络的能耗和容错问题,提出了一种基于路径重链接的贪婪随机自适应搜索程序(GRASP)启发式算法.首先,通过构建双连通图使得任意2个连通的节点之间至少有2条通信路径,从而提高容错能力;然后,在双连通网络的基础上,利用对功率的操作进行局部搜索,找出功率分配的最优值,从而达到优化整个网络能耗的目的.在随机生成的非对称测试问题上的仿真实验结果表明,相比MST-aug算法和贪婪算法,提出的算法在欧氏实例中的总能耗分别降低了37.85%、5.39%,在随机实例中的总能耗分别降低了74.63%、3.15%,且明显降低了边干扰和节点干扰,适用于故障容错需求较高的无线自组织网络环境.

关键词: 无线自组织网络, 故障容错, 能耗优化, 启发式算法, 路径重链接

Abstract:

For problem of power and fault tolerance in wireless ad hoc networks, a greedy randomized adaptive search procedure (GRASP) heuristic algorithm based on the path re-linking was proposed. The algorithm sets up communication path between two communicating nodes is two at least by constructing two dual-connected graphs, so as to improve the ability of fault tolerance. On the basis of dual-network connectivity, the optimal value of power distribution can be obtained by controlling power to conduct local search operation. Therefore, the purpose to optimize energy consumption of the entire network can be realized. Simulations on the asymmetrical test randomly generated problems show that the proposed algorithm has reduced the total energy consumption with 37.85%, 5.39% respectively on Euclidean instance and 74.63%, 3.15% respectively on random instance comparing with MST-aug algorithm and greedy algorithm. It reduces edges interference and nodes interference, which indicates that it is suitable to be applied into wireless ad hoc networks with high requirements of fault tolerance.

Key words: wireless ad hoc networks, fault tolerance, optimizing the energy consumption, heuristics algorithm, path relink

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