能量获取无线传感网能耗均衡分簇路由算法

陶洋; 王进; 潘蕾娜; 杨柳

Chinese

您当前的位置：

首页 >

文章列表页 >

能量获取无线传感网能耗均衡分簇路由算法

更新时间：2026-09-04

- 能量获取无线传感网能耗均衡分簇路由算法
- Energy balanced clustering routing algorithm for energy harvesting wireless sensor network
- 微电子学与计算机 2019年36卷第10期页码：83-90
- 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：
  
  重庆市科学与技术委员会基础研究与前沿探索(一般)项目 cstc2018jcyjAX0344
- DOI：
  中图分类号：
- 纸质出版：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

浏览量

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

一种用于极低压boost系统的高效率电荷泵

一种基于特征上下文理解与切片分析的肺结核检测算法

基于反向体偏置的高增益稳定性高温运放设计

面向处理器分支预测单元的Spectre攻击轻量化防御方法

低功耗设计的双链电源关断策略的实现与验证