Agent-based fault detection mechanism in wireless sensor networks

Elhadi Shakshuki, Xinyu Xing, Haiyi Zhang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Recently, agent-based approaches are considered as an appropriate solution to address the issue of the overwhelming data traffic in Wireless Sensor Networks (WSNs). Theoretically, these approaches would eliminate the redundancy and achieve substantial energy gain. However, in practice, the reliability of sensor devices has been recognized as one of the crucial issues in wireless sensor networks. Using agents at the sensor devices may provide more efficient energy consumption. But, micro-sensors are subject to high-frequency faults in distributed environments. Towards this end, we propose agent-based system architecture with fault-detection inference engine based on reverse multicast tree to evaluate sensor nodes' fault probabilities. Due to the characteristics of wireless sensor networks (energy awareness, constraint bandwidth and so on); it is infeasible to require each sensor to announce its working state to a centralized terminal node. Therefore, we formulate the agent's inference engine as nondeterministic finite accepter and adopt iterative computation to infer the fault probability of nodes in reverse multicast tree.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007
Pages31-34
Number of pages4
DOIs
StatePublished - 2008
EventIEEE Computer Society Technical Committee on Intelligent Informatics(TCII) - Fremont, CA, United States
Duration: Nov 2 2007Nov 5 2007

Other

OtherIEEE Computer Society Technical Committee on Intelligent Informatics(TCII)
CountryUnited States
CityFremont, CA
Period11/2/0711/5/07

Fingerprint

Fault detection
Wireless sensor networks
Inference engines
Sensors
Sensor nodes
Redundancy
Energy utilization
Bandwidth

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Software

Cite this

Shakshuki, E., Xing, X., & Zhang, H. (2008). Agent-based fault detection mechanism in wireless sensor networks. In Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007 (pp. 31-34). [4407253] https://doi.org/10.1109/IAT.2007.39
Shakshuki, Elhadi ; Xing, Xinyu ; Zhang, Haiyi. / Agent-based fault detection mechanism in wireless sensor networks. Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007. 2008. pp. 31-34
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Shakshuki, E, Xing, X & Zhang, H 2008, Agent-based fault detection mechanism in wireless sensor networks. in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007., 4407253, pp. 31-34, IEEE Computer Society Technical Committee on Intelligent Informatics(TCII), Fremont, CA, United States, 11/2/07. https://doi.org/10.1109/IAT.2007.39

Agent-based fault detection mechanism in wireless sensor networks. / Shakshuki, Elhadi; Xing, Xinyu; Zhang, Haiyi.

Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007. 2008. p. 31-34 4407253.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Shakshuki E, Xing X, Zhang H. Agent-based fault detection mechanism in wireless sensor networks. In Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007. 2008. p. 31-34. 4407253 https://doi.org/10.1109/IAT.2007.39