An Efficient Centroid-Based Routing Protocol for Energy Management in WSN-Assisted IoT

被引:120
|
作者
Shen, Jian [1 ,2 ]
Wang, Anxi [3 ]
Wang, Chen [3 ]
Hung, Patrick C. K. [4 ]
Lai, Chin-Feng [5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Jiangsu, Peoples R China
[2] Chinese Acad Sci, Inst Informat Engn, State Key Lab Informat Secur, Beijing 100093, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
[4] Univ Ontario, Fac Business & IT, Inst Technol, Oshawa, ON L1H 7K4, Canada
[5] Natl Cheng Kung Univ, Dept Engn Sci, Chiayi 62102, Taiwan
来源
IEEE ACCESS | 2017年 / 5卷
基金
美国国家科学基金会;
关键词
Internet of Things; wireless sensor networks; energy management; cluster; SENSOR; NETWORK; ALGORITHM; INTERNET; DESIGN;
D O I
10.1109/ACCESS.2017.2749606
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless sensor networks (WSNs) distribute hundreds to thousands of inexpensive micro sensor nodes in their regions, and these nodes are important parts of Internet of Things (IoT). In WSN-assisted IoT, the nodes are resource constrained in many ways, such as storage resources, computing resources, energy resources, and so on. Robust routing protocols are required to maintain a long network lifetime and achieve higher energy utilization. In this paper, we propose a new energy-efficient centroidbased routing protocol (EECRP) for WSN-assisted IoT to improve the performance of the network. The proposed EECRP includes three key parts: a new distributed cluster formation technique that enables the self-organization of local nodes, a new series of algorithms for adapting clusters and rotating the cluster head based on the centroid position to evenly distribute the energy load among all sensor nodes, and a new mechanism to reduce the energy consumption for long-distance communications. In particular, the residual energy of nodes is considered in EECRP for calculating the centroid's position. Our simulation results indicate that EECRP performs better than LEACH, LEACH-C, and GEEC. In addition, EECRP is suitable for networks that require a long lifetime and whose base station (BS) is located in the network.
引用
收藏
页码:18469 / 18479
页数:11
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