Fault diagnosis in clustering WSN based on neighbor cooperation

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.

[1]  Gao Jian-Liang,et al.  Weighted-Median Based Distributed Fault Detection for Wireless Sensor Networks , 2007 .

[2]  Yoon-Hwa Choi,et al.  Fault detection of wireless sensor networks , 2008, Comput. Commun..

[3]  R.R. Selmic,et al.  Wireless Sensor Network Modeling Using Modified Recurrent Neural Networks: Application to Fault Detection , 2008, 2007 IEEE International Conference on Networking, Sensing and Control.

[4]  Prashant Krishan,et al.  Distance Based Fault detection in wireless sensor network , 2013 .

[5]  Parul Saini,et al.  E-DEEC- Enhanced Distributed Energy Efficient Clustering scheme for heterogeneous WSN , 2010, 2010 First International Conference On Parallel, Distributed and Grid Computing (PDGC 2010).

[6]  You Bing Feng,et al.  Fault Detection of WSN Based on Spatial Correlation , 2011 .

[7]  Yunhao Liu,et al.  Self-diagnosis for large scale wireless sensor networks , 2011, 2011 Proceedings IEEE INFOCOM.

[8]  John Anderson,et al.  Wireless sensor networks for habitat monitoring , 2002, WSNA '02.

[9]  S. Sitharama Iyengar,et al.  Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks , 2004, IEEE Transactions on Computers.

[10]  Zhao-wei Qu,et al.  Efficient neighbor collaboration fault detection in WSN , 2011 .

[11]  Stefano Chessa,et al.  Crash faults identification in wireless sensor networks , 2002, Comput. Commun..

[12]  Ahmad Khademzadeh,et al.  Fault Detection and Recovery in Wireless Sensor Network Using Clustering , 2011 .

[13]  Jian Wan,et al.  PMSW: a passive monitoring system in wireless sensor networks , 2011, Int. J. Netw. Manag..

[14]  Arun Somani,et al.  Distributed fault detection of wireless sensor networks , 2006, DIWANS '06.