Probabilistic fault detector for Wireless Sensor Network

•The end-to-end transmission time is utilized for WSN hardware fault detection.•Advanced Naïve Bayes classifier is implemented as the fault detector.•Simulations verify the effectiveness of the approach with comparisons. This paper proposed a novel centralized hardware fault detection approach for a...

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Veröffentlicht in:	Expert systems with applications 2014-06, Vol.41 (8), p.3703-3711
Hauptverfasser:	Lau, Bill C.P., Ma, Eden W.M., Chow, Tommy W.S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Bayesian analysis Computer science control theory systems Computer simulation Computer systems and distributed systems. User interface Detectors Electric batteries Exact sciences and technology Fault detection Flows in networks. Combinatorial problems Maximum Likelihood Estimation Naïve Bayes Networks Operational research and scientific management Operational research. Management science Radiocommunications Remote sensors Sensors Software Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Teletraffic Traffic flow Wireless networks Wireless Sensor Network
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