通信学报2017，Vol.38Issue(10)：47-59,13.DOI:10.11959/j.issn.1000-436x.2017197
基于多目标优化的固定中继节点唤醒策略
Wakeup strategy based on multi-objective optimization for fixed relay nodes
摘要
Abstract
In order to deal with the "tidal effect" when people move in the city and solve the problem of high energy consumption of fixed relay nodes in opportunistic networks, a wakeup strategy of multi-objective optimization was pro-posed, which made use of the message forward ability and energy consumption of fixed relay nodes. This strategy used energy efficiency as the indicator to make the nodes awake, and deployed a network revenue-energy consumption model to resolve the contradiction between energy consumption and message forward ability. As the selection problem of awake relay nodes was a NP-hard problem, genetic algorithm was used to select proper fixed relay nodes to keep awake. In this process, selection operator was improved to make the algorithm converge to solution space quickly. Experiments show that the proposed wakeup strategy can guarantee the successful rate of message transmission and improve the average message forwarding capabilities of fixed relay nodes by consuming a unit energy.关键词
机会网络/潮汐效应/遗传算法/多目标优化/能量有效性Key words
opportunistic network/tidal effect/GA algorithm/multi-objective optimization/energy efficiency分类
信息技术与安全科学引用本文复制引用
马学彬,李爱丽,张晓娟..基于多目标优化的固定中继节点唤醒策略[J].通信学报,2017,38(10):47-59,13.基金项目
国家自然科学基金资助项目(No.121142) （No.121142）
内蒙古自治区自然科学基金资助项目(No.2014MS0605)The National Natural Science Foundation of China (No.121142), The Natural Science Foundation of Inner Mongolia Autonomous Region of China (No.2014MS0605) （No.2014MS0605）
