Han Bing, Ran Feng, Li Jiao, Yan Limin, Shen Huaming, Li Ang
Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200444, China.
Shanghai Institute of Technical Physics Academy of Sciences, Shanghai 200083, China.
Sensors (Basel). 2022 Feb 17;22(4):1564. doi: 10.3390/s22041564.
With the various applications of the Internet of Things, research into wireless sensor networks (WSNs) has become increasingly important. However, because of their limited energy, the communication abilities of the wireless nodes distributed in the WSN are limited. The main task of WSNs is to collect more data from targets in an energy-efficient way, because the battery replacement of large amounts of nodes is a labor-consuming work. Although the life of WSNs can be prolonged through energy-harvesting (EH) technology, it is necessary to design an energy-efficient routing protocol for the energy harvesting-based wireless sensor networks (EH-WSNs) as the nodes would be unavailable in the energy harvesting phase. A certain number of unavailable nodes would cause a coverage hole, thereby affecting the WSN's monitoring function of the target environment. In this paper, an adaptive hierarchical-clustering-based routing protocol for EH-WSNs (HCEH-UC) is proposed to achieve uninterrupted coverage of the target region through the distributed adjustment of the data transmission. Firstly, a hierarchical-clustering-based routing protocol is proposed to balance the energy consumption of nodes. Then, a distributed alternation of working modes is proposed to adaptively control the number of nodes in the energy-harvesting mode, which could lead to uninterrupted target coverage. The simulation experimental results verify that the proposed HCEH-UC protocol can prolong the maximal lifetime coverage of WSNs compared with the conventional routing protocol and achieve uninterrupted target coverage using energy-harvesting technology.
随着物联网的各种应用,对无线传感器网络(WSN)的研究变得越来越重要。然而,由于其能量有限,分布在WSN中的无线节点的通信能力受到限制。WSN的主要任务是以节能的方式从目标收集更多数据,因为大量节点的电池更换是一项耗时的工作。虽然通过能量收集(EH)技术可以延长WSN的寿命,但有必要为基于能量收集的无线传感器网络(EH-WSN)设计一种节能路由协议,因为在能量收集阶段节点将不可用。一定数量的不可用节点会导致覆盖漏洞,从而影响WSN对目标环境的监测功能。本文提出了一种用于EH-WSN的基于自适应分层聚类的路由协议(HCEH-UC),通过数据传输的分布式调整实现对目标区域的不间断覆盖。首先,提出了一种基于分层聚类的路由协议来平衡节点的能量消耗。然后,提出了一种工作模式的分布式交替来自适应地控制处于能量收集模式的节点数量,这可以导致对目标的不间断覆盖。仿真实验结果验证了所提出的HCEH-UC协议与传统路由协议相比可以延长WSN的最大寿命覆盖,并利用能量收集技术实现对目标的不间断覆盖。