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基于模糊控制的环形WSN 多跳分簇路由算法
引用本文:张雁东,赵宏伟,王出航,杨兴旺.基于模糊控制的环形WSN 多跳分簇路由算法[J].吉林大学学报(信息科学版),2008,38(4):467-473.
作者姓名:张雁东  赵宏伟  王出航  杨兴旺
作者单位:1. 吉林省教育厅教育科技产业服务中心,长春130022; 2. 吉林大学计算机科学与技术学院,长春130012;
3. 长春师范大学计算机科学与技术学院,长春130032; 4. 长春工业大学计算机科学与工程学院,长春130012
基金项目:吉林省教育厅“十三五”科学技术基金资助项目( JJKH20181166KJ) ; 吉林省科技发展计划技术攻关基金资助项目( 20190302026GX) ; 吉林省发改委产业技术研究与开发基金资助项目( 2019C054-4)
摘    要:为解决环形无线传感器网络能量空洞和能量最小问题,提出一种基于模糊控制的分簇路由算法FCRA ( Fuzzy logic control based Clustering Routing Algorithm) 。首先将网络分为宽度相等的环,以每环能耗最小为目标 函数,计算出各环的最优簇数。然后设计簇头选举模糊控制器,其输入为节点剩余能量和到基站距离,输出为 节点成为簇头概率。最后,采用簇间多跳模式进行数据传输,基于节点剩余能量、下一跳距离以及到基站跳数 确定每条传输路径的权重函数,获得最优下一跳中继节点。仿真结果表明FCRA 能有效减小网络能 耗、延长网络生命周期。

关 键 词:环形无线传感器网络  模糊控制  最优簇数  多跳路由  
收稿时间:2019-06-12

Fuzzy Logic Control Based Multi-Hop Clustering Routing Algorithm for Ring Shaped WSNs
ZHANG Yandong,ZHAO Hongwei,WANG Chuhang,YANG Xingwang.Fuzzy Logic Control Based Multi-Hop Clustering Routing Algorithm for Ring Shaped WSNs[J].Journal of Jilin University:Information Sci Ed,2008,38(4):467-473.
Authors:ZHANG Yandong  ZHAO Hongwei  WANG Chuhang  YANG Xingwang
Institution:1. Education Technology Industry Service Center,The Education Department of Jilin Province,Changchun 130022,China;
2. College of Computer Science and Technology,Jilin University,Changchun 130012;
3. College of Computer Science and Technology,Changchun Normal University,Changchun 130032,China;
4. College of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China
Abstract:In order to solve the problem of energy hole and energy minimization in ring shaped WSNs ( Wireless Sensor Networks) ,a FCRA ( Fuzzy logic control based Clustering Routing Algorithm) is proposed. Firstly,the network is divided into rings with equal width,and the optimal cluster number of each ring is calculated with the objective function for minimizing the energy consumption of each ring. Secondly,a fuzzy controller is designed to elect the cluster heads. The input of the fuzzy controller is the residual energy of the node and the distance from the node to the base station,the output is the probability that the node becomes the cluster head. Finally,the inter-cluster multi-hop mode is used for data transmission. The weight function of each transmission path is determined based on the residual energy of the node,the distance of the next hop and the number of hops to the base station,and the optimal next hop relay node is obtained. The simulation results show that FCRA can effectively reduce the network energy consumption and prolong the network lifetime.
Keywords:ring shaped wireless sensor networks ( WSNs)  fuzzy logic control  the optimal cluster number  multi-hop routing
  
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