吉林大学学报(信息科学版) ›› 2022, Vol. 40 ›› Issue (3): 333-338.

• •    下一篇

基于能量采集的油气物联网非均匀分簇算法

刘 苗1 , 钟晓曦2 , 孙振兴1 , 徐 迪2 , 贺 庆2   

  1. 1. 东北石油大学秦皇岛校区 电子信息工程系, 河北 秦皇岛 066004; 2. 东北石油大学 物理与电子工程学院, 黑龙江 大庆 163318
  • 收稿日期:2022-01-22 出版日期:2022-07-14 发布日期:2022-07-14
  • 作者简介:刘苗(1980— ), 女, 乌鲁木齐人, 东北石油大学教授, 博士生导师, 主要从事油气认知物联网研究, ( Tel) 86- 18603379341(Email)lm_jlu@ 163. com。
  • 基金资助:
    国家自然科学基金青年基金自主资助项目 ( 61601111 ); 东北石油大学优秀中青年科研创新团队基金资助项目 (KYCXTDQ201901)

Non-Uniform Clustering Algorithm for Oil and Gas IoT Based on Energy Harvesting

LIU Miao1 , ZHONG Xiaoxi2 , SUN Zhenxing1 , XU Di2 , HE Qing2    

  1. 1. Department of Electrical Information Engineering, Northeast Petroleum University-Qinhuangdao, Qinhuangdao 066004, China; 2. School of Physics and Electronic Engineering, Northeast Petroleum University, Daqing 163318, China
  • Received:2022-01-22 Online:2022-07-14 Published:2022-07-14

摘要: 为解决油气物联网中的热区冶问题, 提出一种基于能量采集的非均匀分簇模型。 该模型在设置节点竞争半径时充分考虑了节点剩余能量、 节点与基站的距离、 邻居节点密度以及节点与RF(Radio Frequency)信号 源的距离, 提升非均匀成簇效果, 同时选举双簇头以均衡簇头能耗, 在数据传输阶段采用多跳路由以均衡网络能耗, 并引入无线能量采集技术延长网络寿命。 仿真结果表明, 与传统算法相比, 该算法能更有效地均衡网络能耗, 延长网络寿命。

关键词: 油气物联网, 非均匀分簇, 双簇头, 多跳路由, 能量采集

Abstract: A non-uniform clustering model based on energy harvesting is proposed for the “hot zone” problem in oil and gas IoT( Internet of Things). The model takes into account the residual energy of nodes, the distance between nodes and base stations, the density of neighboring nodes and the distance between nodes and RF (Radio Frequency) signal sources when setting the node competition radius. It improves the non-uniform cluster formation effect, elects double cluster heads to balance the energy consumption of cluster heads, uses multi-hop routing in the data transmission stage to balance the energy consumption of the network, and introduces wireless energy harvesting technology to extend the network lifetime. The simulation results show that this algorithm can more effectively balance the network energy consumption and extend the network lifetime compared to the traditional algorithm.

Key words: oil and gas internet of things, non-uniform clustering, dual cluster head, multi-hop routing, energy harvesting

中图分类号: 

  • TP393