Fault Diagnosis in Clustering WSN Based on Neighbor Cooperation

被引:0
|
作者
Zhang, Ying [1 ]
Yuan, Xianfeng [1 ]
机构
[1] Shanghai Maritime Univ, Coll Informat Engn, Shanghai 201306, Peoples R China
来源
PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC) | 2016年
关键词
Fault diagnosis; Wireless sensor network; Clustering; Neighbor cooperation; Nodes degree;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The traditional fault diagnosis algorithm is limited by the average nodes degree and high failure rate of nodes in WSNs. A new method of fault diagnosis in clustering WSNs is proposed in this paper, which is based on distributed energy-efficient clustering algorithm and neighbor cooperation strategy. The proposed algorithm divides the whole network into several clusters, thus the fault management is dispersed to each cluster area, and the improved neighbor collaborative diagnosis strategy within the cluster is adopted. The simulation results show that the algorithm not only keeps in better ability of fault diagnosis with high fault ratio, but also adapts to wireless sensor network with different average nodes degree.
引用
收藏
页码:1803 / 1807
页数:5
相关论文
共 50 条
  • [1] Fault Diagnosis Algorithm for WSN Based on Clustering and Credibility
    Wang, Lidan
    Xu, Xin
    Zhang, Xiaofei
    Lin, Cheng-Kuan
    Tseng, Yu-Chee
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2018, PT II, 2018, 11335 : 145 - 159
  • [2] Survey on fault tolerance-based clustering evolution in WSN
    Mohapatra, Hitesh
    Rath, Amiya Kumar
    IET NETWORKS, 2020, 9 (04) : 145 - 155
  • [3] Node Fault Diagnosis in WSN Based on RS and SVM
    Yu, Cheng-bo
    Hu, Jing-jing
    Li, Rui
    Deng, Shun-hua
    Yang, Ru-min
    2014 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORK (WCSN), 2014, : 153 - 156
  • [4] Vibration Waveform Classification and Fault Diagnosis of Railway Train Based on Fractal Dimension and Nearest Neighbor Clustering
    He, Youquan
    Chen, Xingjie
    Wang, Yulin
    Long, Xun
    Cai, Juan
    FUZZY SYSTEMS AND DATA MINING III (FSDM 2017), 2017, 299 : 135 - 142
  • [5] Clustering of WSN Based on PSO with Fault Tolerance and Efficient Multidirectional Routing
    Kiran, W. S.
    Smys, S.
    Bindhu, V.
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 121 (01) : 31 - 47
  • [6] Clustering of WSN Based on PSO with Fault Tolerance and Efficient Multidirectional Routing
    W. S. Kiran
    S. Smys
    V. Bindhu
    Wireless Personal Communications, 2021, 121 : 31 - 47
  • [7] Neighbor Node Discovery based Clustering and Cooperation for Dense Reader RFID Systems
    Zhang, Guangshan
    Kang, Wang
    Wang, Zhaohao
    Zhang, Youguang
    2011 IET 4TH INTERNATIONAL CONFERENCE ON WIRELESS, MOBILE & MULTIMEDIA NETWORKS (ICWMMN 2011), 2011, : 40 - 43
  • [8] Fault diagnosis method based on fuzzy clustering
    Ping, Wang
    Xuben, Wang
    Information, Management and Algorithms, Vol II, 2007, : 129 - 132
  • [9] Fault diagnosis optimization algorithm based on k nearest neighbor
    Yang Yinghua
    Wang Xiulong
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 457 - 461
  • [10] IMPROVED DISTRIBUTED FAULT TOLERANT CLUSTERING ALGORITHM FOR FAULT TOLERANCE IN WSN
    Kaur, Mandeep
    Garg, Parul
    2016 INTERNATIONAL CONFERENCE ON MICRO-ELECTRONICS AND TELECOMMUNICATION ENGINEERING (ICMETE), 2016, : 197 - 201