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
相关论文
共 50 条
  • [21] Multi-hop Fuzzy Routing for Wireless Sensor Network with Mobile Sink
    Nejadkheirallah, Mohsen
    Tajari, Mohammad Mahdi
    Sookhtsaraei, Reza
    Yousefzadeh, Ali
    JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2014, 9 (01): : 12 - 24
  • [22] Overlapping multi-hop unequal clustering algorithm
    Niu Y.-G.
    Zhou Z.-H.
    Kongzhi yu Juece/Control and Decision, 2019, 34 (06): : 1271 - 1276
  • [23] A Cluster Routing Algorithm based on RSSI for An Efficient Multi-Hop Data Forwarding
    Hong, Sung-IL
    Lin, Chi-Ho
    2015 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2015, : 339 - 340
  • [24] A Hybrid Fuzzy Multi-hop Unequal Clustering Algorithm for Dense Wireless Sensor Networks
    Guirguis, Shawkat K.
    Abdou, Mohamed A.
    Elnaggar, Ahmed A.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2017, 10 (01) : 951 - 961
  • [25] A Hybrid Fuzzy Multi-hop Unequal Clustering Algorithm for Dense Wireless Sensor Networks
    Shawkat K. Guirguis
    Mohamed A. Abdou
    Ahmed A. Elnaggar
    International Journal of Computational Intelligence Systems, 2017, 10 : 951 - 961
  • [26] A Reliable Multi-hop Hierarchical Routing Protocol in Wireless Sensor Network (WSN)
    Al-Fares, Mohammad S.
    Sun, Zhili
    Cruickshank, Haitham
    PROCEEDINGS OF THE 2009 SIXTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, VOLS 1-3, 2009, : 1604 - 1605
  • [27] Cluster-based Multi-path Routing Algorithm for Multi-hop Wireless Network
    Zhang, Jie
    Jeong, Choong Kyo
    Lee, Goo Yeon
    Kim, Hwa Jong
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2008, 1 (01): : 67 - 74
  • [28] MOMHR: A Dynamic Multi-hop Routing Protocol for WSN Using Heuristic Based Multi-objective Function
    Vinodhini, R.
    Gomathy, C.
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 111 (02) : 883 - 907
  • [29] Fuzzy logic with honey badger algorithm for cluster-based multi-hop routing protocol for wireless sensor networks
    Soundararajan, Sankaranarayanan
    Kurangi, Chinnarao
    Basha, Anwer
    Ahamed, Saahira banu
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2024, 37 (12)
  • [30] Multi-hop clustering routing algorithm based on fuzzy inference and multi-path tree
    Tian, Yanshan
    Zhou, Qingguo
    Zhang, Fangqin
    Li, Jinjuan
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (05):