Energy-Aware Geographic Routing for Real-Time Workforce Monitoring in Industrial Informatics

被引:48
|
作者
Sangaiah, Arun Kumar [1 ,2 ]
Rostami, Ali Shokouhi [3 ]
Hosseinabadi, Ali Asghar Rahmani [4 ]
Shareh, Morteza Babazadeh [5 ]
Javadpour, Amir [6 ]
Bargh, Shirin Hatami [7 ]
Hassan, Mohammad Mehedi [8 ]
机构
[1] Vellore Inst Technol, Sch Comp Sci & Engn, Vellore 632014, Tamil Nadu, India
[2] Natl Yunlin Univ Sci & Technol, Dept Ind Engn & Management, Touliu 64002, Yunlin, Taiwan
[3] Univ Sistan & Baluchestan, Dept Commun Engn, Zahedan 98798155, Iran
[4] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada
[5] Islamic Azad Univ, Dept Comp Engn, Babol Branch, Babol 98111, Iran
[6] Guangzhou Univ, Sch Comp Sci, Guangzhou 510006, Peoples R China
[7] Babol Univ Med Sci, Dept Med Sci, Babol, Iran
[8] King Saud Univ, Coll Comp & Informat Sci, Res Chair Pervas & Mobile Comp, Riyadh 11543, Saudi Arabia
来源
IEEE INTERNET OF THINGS JOURNAL | 2021年 / 8卷 / 12期
关键词
Routing; Target tracking; Wireless sensor networks; Monitoring; Routing protocols; Energy consumption; Intelligent sensors; Energy efficiency; target coverage; target tracking; wireless sensor networks (WSNs); workforce monitoring; WIRELESS SENSOR NETWORKS; TARGET TRACKING; PROTOCOL; SCHEME;
D O I
10.1109/JIOT.2021.3056419
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Workforce monitoring is a vital activity in large factories in order to oversee the worker's concentration on their duty and increase productivity. Workforces are kind of moving targets which can be monitored via wireless sensor networks (WSNs). As sensor nodes have a limited source of energy, optimal energy consumption is of crucial importance in these networks. Several protocols for routing are designed in order to consider efficient energy consumption in conjunction with target tracking and coverage. In this article, a new energy-efficient routing algorithm geographic routing time transfer (GRTT) is proposed to use topological information of sensor nodes for target tracking and coverage applications. In this article, a weight called relay ability is defined for each node according to the sensor network topology. These weights are calculated and announced to sensor nodes by cluster heads (CHs). Once a target enters the area covered by sensor nodes, a signal is sent to the CH through the route having maximum predefined weights in the network. Simulations show better results than other tracking routing methods based on the metrics of energy consumption of the network, power consumption, and throughput for GRTT (proposed method), dynamic energy-efficient routing protocol (DEER), virtual force-based energy-hole mitigation (VFEM), nonequal-probability multicast routing protocol (MRP-NEP), and trace-announcing routing scheme (TARS) methods.
引用
收藏
页码:9753 / 9762
页数:10
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