FMUCR: Fuzzy-based Multi-hop Unequal Cluster Routing for WSN

被引:0
|
作者
Lu Sixu [1 ]
Wu Muqing [1 ]
Zhao Min [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing Key Lab Network Syst Architecture & Conve, Beijing Lab Adv Informat Networks, Beijing, Peoples R China
来源
2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC) | 2020年
基金
中国国家自然科学基金;
关键词
wireless sensor network; unequal clustering; fuzzy logic; multi-hop; adaptive rotation mechanism; WIRELESS; ALGORITHM;
D O I
10.1109/wcnc45663.2020.9120584
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, wireless sensor networks play an important role in our life. Cluster routing has gained more attention in wireless sensor networks. However, hotpot problem always exists. One way to solve this problem is the unequal cluster routing. In most of the unequal routing protocols, nodes which closer to base station have the smaller cluster size than others. It will reduce the relay pressure of the node which near to the base station. In this paper, we propose the fuzzy-based multi-hop unequal cluster routing. In the cluster head election phase, relative inter cluster cost and relative intra cluster cost are proposed innovatively. Fuzzy system is used for unequal clustering which reduces the energy consumption for cluster members. In the cluster formation phase, a novel probability mechanism is proposed to let the cluster members decide which cluster to join. In the multi-hop routing phase, relative relay cluster cost is proposed innovatively for inter cluster routing. Two factors are considered for multi-hop routing which reduces the energy consumption for cluster heads. Self-adaptive rotation mechanism is proposed in the data transmission phase. It reduces the frequency for re-clustering self-adaptively which reduces the control overhead of the entire network. According to the simulation results, the proposed protocol balances and reduces the energy consumption as well as extends the network lifetime of the whole network.
引用
收藏
页数:7
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