Energy balanced clustering routing algorithm for energy harvesting wireless sensor network

TAO Yang; WANG Jin; PAN Lei-na; YANG Liu

Chinese

您当前的位置：

首页 >

文章列表页 >

Energy balanced clustering routing algorithm for energy harvesting wireless sensor network

更新时间：2026-09-04

- Energy balanced clustering routing algorithm for energy harvesting wireless sensor network
- Vol. 36, Issue 10, Pages: 83-90(2019)
- 作者机构：
  
  重庆邮电大学通信与信息工程学院,重庆,400065
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2019
- 稿件说明：
移动端阅览
陶洋, 王进, 潘蕾娜, 杨柳. 能量获取无线传感网能耗均衡分簇路由算法[J]. 微电子学与计算机, 2019, 36(10): 83-90.

TAO Yang, WANG Jin, PAN Lei-na, et al. Energy balanced clustering routing algorithm for energy harvesting wireless sensor network[J]. 2019, 36(10): 83-90.
陶洋, 王进, 潘蕾娜, 杨柳. 能量获取无线传感网能耗均衡分簇路由算法[J]. 微电子学与计算机, 2019, 36(10): 83-90. DOI：

TAO Yang, WANG Jin, PAN Lei-na, et al. Energy balanced clustering routing algorithm for energy harvesting wireless sensor network[J]. 2019, 36(10): 83-90. DOI：

摘要

针对大规模能量获取无线传感器网络能耗不均衡产生能量空洞现象

进而造成能源利用效率较低的问题

提出一种基于改进GSA的能耗均衡多跳分簇路由算法(VPMCR).通过合理的区域划分策略

控制网络各个区域簇头节点的数量

以均衡簇头节点能耗.通过最小化簇间数据传输总消耗得到最优的网络单元数.针对GSA算法收敛速度慢和容易陷入局部极值的问题

提出改进策略

利用改进GSA算法给出一种能耗均衡簇间路由方法

将能耗均衡性、能量状态等多种条件纳入适应度函数设计中

提高了路由阶段能耗均衡性.通过仿真验证

算法在平衡能量消耗、提升网络吞吐量方面的性能优于PHC、AEHAC和NEEC算法.

Abstract

In order to solve the problem of energy imbalance in large-scale energy harvesting wireless sensor network

resulting in energy hole phenomenon

which leads to low energy utilization efficiency

an improved energy-balanced multi-hop clustering routing algorithm (VPMCR) based on improved GSA is proposed. Through a reasonable regional division strategy

the number of cluster head nodes in each area of the network is controlled to balance the energy consumption of the cluster head nodes. The optimal number of network elements is obtained by minimizing the total consumption of data transmission between clusters. Aiming at the problem that the GSA algorithm is slow in convergence and easy to fall into local extremum

an improved strategy is proposed. An improved energy-balanced inter-cluster routing strategy is proposed by using the improved GSA algorithm

and various conditions such as energy balance and energy state are incorporated into the fitness. In the function design

the energy balance in the routing phase is improved. Through simulation verification

the performance of the algorithm in balancing energy consumption and improving network throughput is better than PHC

EBHAC and NEEC algorithms.

关键词

Keywords

references

鲁妹颖.粒子群优化协议的几种改进协议及应用[D].徐州: 中国矿业大学, 2014.

YANG L, LU Y, ZHONG Y, et al. A Multi-Hop Energy Neutral Clustering Algorithm for Maximizing Network Information Gathering in Energy Harvesting Wireless Sensor Networks.[J]. Sensors, 2015, 16(1): 26-34. DOI: 26

MENG J, ZHANG X, DONG Y, et al. Adaptive energy-harvesting aware clustering routing protocol for Wireless Sensor Networks[C]// Communications and Networking in China (CHINACOM), 2012 7th International ICST Conference on. IEEE, 2012: 742-747.

BAHBAHANI M S, ALSUSA E. DC-LEACH: A duty-cycle based clustering protocol for energy harvesting WSNs[C]// Wireless Communications % Mobile Computing Conference. IEEE, 2017: 974-979.

DEHWAH A H, TAIB S B, SHAMMA J S, et al. Decentralized Energy and Power Estimation in Solar-Powered Wireless Sensor Networks[C]// International Conference on Distributed Computing in Sensor Systems. IEEE, 2015: 199-200.

BAO X, DING G. An Routing Algorithm for Maximizing Network Performace in Energy Harvesting Wireless Sensor Network[C]// 2016 3rd International Conference on Information Science and Control Engineering (ICISCE). IEEE, 2016: 1267-1270.

ESCOLAR S, CHESSA S, CARRETERO J. Energy-neutral networked wireless sensors[J]. Simulation Modelling Practice % Theory, 2014, 43(2):1-15. DOI: 1

LU T, LIU G, CHANG S. Energy-efficient data sensing and routing in unreliable energy-harvesting wireless sensor network[J]. Wireless Networks, 2016, 24(3):1-15. DOI: 1

樊晓平, 杨玺, 刘少强, 等.具有能量补给的无线传感器网络分簇路由协议[J].计算机工程, 2008, 34(11): 120-122. DOI: 120

YANG L, LU Y Z, ZHONG Y C, et al. An unequal cluster-based routing scheme for multi-level heterogeneous wireless sensor networks[J]. Telecommunication Systems, 2018(12): 1-16. DOI: 1

SHAFIEIRAD H, ADVE R S, SHAHBAZPANAHI S. Opportunistic Routing in Large-Scale Energy Harvesting Sensor Networks[C]// Globecom Workshops. IEEE, 2017: 1-6.

BOZORGI S M, ROSTAMI A S, HOSSEINABADI A A R, et al. A new clustering protocol for energy harvesting-wireless sensor networks[J]. Computers % Electrical Engineering, 2017, 64(2): 233-247. DOI: 233

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Monte carlo analysis of V-layout trench SiC neutron detector

Lightweight countermeasures against Spectre attacks on the branch prediction unit

Simulation on the DC characteristics of double heterojunction p-GaN HEMT with AlN/GaN hybrid buffer layer

Design of ultra-low power real-time clock circuits

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

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