Energy efficient clustering routing algorithm in WSN based on fuzzy logic

JIANG Hua; WANG Yao; WANG Hui-jiao; WANG Xin

Chinese

您当前的位置：

首页 >

文章列表页 >

Energy efficient clustering routing algorithm in WSN based on fuzzy logic

更新时间：2026-09-04

- Energy efficient clustering routing algorithm in WSN based on fuzzy logic
- Vol. 37, Issue 7, Pages: 25-30(2020)
- 作者机构：
  
  1. 桂林电子科技大学机构计算机信息与安全学院,广西,桂林,541004
  2. 桂林电子科技大学广西可信软件重点实验室机构,广西,桂林,541004
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2020
- 稿件说明：
移动端阅览
蒋华, 王瑶, 王慧娇, 王鑫. 基于模糊逻辑的WSNs能量高效分簇路由算法[J]. 微电子学与计算机, 2020, 37(7): 25-30.

JIANG Hua, WANG Yao, WANG Hui-jiao, et al. Energy efficient clustering routing algorithm in WSN based on fuzzy logic[J]. 2020, 37(7): 25-30.
蒋华, 王瑶, 王慧娇, 王鑫. 基于模糊逻辑的WSNs能量高效分簇路由算法[J]. 微电子学与计算机, 2020, 37(7): 25-30. DOI：

JIANG Hua, WANG Yao, WANG Hui-jiao, et al. Energy efficient clustering routing algorithm in WSN based on fuzzy logic[J]. 2020, 37(7): 25-30. DOI：

摘要

针对无线传感器网络节点能量消耗不均衡导致其生命周期缩短的问题，运用模糊理论提出一种非均匀分簇路由算法，并根据节点能耗值确定网络最佳簇首数.在簇首选举时采用模糊逻辑推理系统，结合节点剩余能量、相对距离和理想簇区域内的邻居节点数并考虑网络最佳簇首数推理得到节点成为簇首的概率及簇首的竞争半径.成簇完成后，簇首将数据直接发送给基站或通过中继节点进行转发.仿真实验表明：改进算法有效地均衡了网络能耗，提高了能量利用率，延长了网络生命周期.

Abstract

Aiming at the problem that the life time of wireless sensor network is shortened due to the unbalanced energy consumption of nodes

a non-uniform clustering routing algorithm is proposed based on fuzzy theory. The optimal number of cluster heads is determined according to the energy consumption of nodes. By using the fuzzy system and the optimal number of cluster heads

the probability of the node becoming the cluster head and the competition radius of the cluster head are deduced by combining the residual energy

relative distance and the number of neighbor nodes in the ideal cluster area. After clustering

the cluster head sends the data directly to the base station or forwards it through the relay node. Simulation results show that the improved algorithm can effectively balance the network energy consumption

improve the energy efficiency and extend the network life time.

关键词

Keywords

references

YADAV S, YADAV R S. A review on energy efficient protocols in wireless sensor networks[J]. Wireless Networks, 2016, 22(1):335-350. DOI: 335

MOSTAFAEI H. Energy-Efficient Algorithm for Reliable Routing of Wireless Sensor Networks[J]. IEEE Transactions on Industrial Electronics, 2019, 66(7):5567-5575. DOI: 5567

BAGCI H, YAZICI A. An energy aware fuzzy approach to unequal clustering in wireless sensor networks[J]. Applied Soft Computing, 2013, 13(4):1741-1749. DOI: 1741

International Wireless Communications and Mobile Computing Conference, NEW YORK ABIDI W, EZZEDINE T. Fuzzy Cluster Head Election Algorithm based on LEACH protocol forWireless Sensor Networks[M].International Wireless Communications and Mobile Computing Conference, NEW YORK:IEEE, 2017: 993-997. DOI: 993

MIRZAIE M, MAZINANI S M. MCFL:an energyefficient multi-clustering algorithm using fuzzylogic in wireless sensor network[J]. WIRELESS NETWORKS, 2018, 24(6): 2251-2266. DOI: 2251

HEINZELMAN W R, CHANDRAKASAN A, BALAKRISHNAN H. Energy-Efficient Communication Protocol for Wireless Microsensor Networks[C]// Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, Maui, IEEE, 2000: 3005-3014.

董玮, 陈共龙, 曹晨红, 等.面向软件定义架构的无线传感器网络[J].计算机学报, 2017, 40(8):1779-1797. DOI: 1779

JOTHIKUMAR C, VENKATARAMAN R, RAJ T S, et al. An energy efficient cluster based routing approach to minimize energy consumption using CORP in wireless sensor networks[J]. Journal of Intelligent % Fuzzy Sysytems, 2019, 36(6): 5835-5844. DOI: 5835

胡中栋, 易涛, 王振东.基于最优分簇的能量异构无线传感器网络路由协议[J].传感技术学报, 2018(8):1240-1245. DOI: 1240

MEZGHANI M. An efficient multi-hops clustering and data routing for WSNs based on Khalimsky shortest paths[J]. Journal of Ambient Intelligence and Humanized Computing, 2019, 10(4SI): 1275-1288. DOI: 1275

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Lightweight countermeasures against Spectre attacks on the branch prediction unit

High gain stability high temperature operational amplifier based on reverse body bias

A feature-oriented context understanding and slice analysis network for tuberculosis detection

A review of large model development: technological evolution from BERT to Deepseek

Monte carlo analysis of V-layout trench SiC neutron detector

Related Author

No data

Related Institution

No data

AI问答

Postal code：100079
Tel：（010）53879206 Email：tmw@bjxintong.com.cn
Technical support is provided by Beijing Founder electronics co., LTD 京ICP备09082226号-64 京公网安备11010602201714号
It is recommended to read the content of this site in Chrome&IE9+. Please switch to extreme mode in browser 360.
Cookies We use cookies to help provide and enhance our service and tailor content. By continuing, you agree to the use of cookies.

⁰