Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks

Volume: 53, Issue: 3, Pages: 241 - 250
Published: Mar 1, 2004
Abstract
We propose a distributed solution for a canonical task in wireless sensor networks - the binary detection of interesting environmental events. We explicitly take into account the possibility of sensor measurement faults and develop a distributed Bayesian algorithm for detecting and correcting such faults. Theoretical analysis and simulation results show that 85-95 percent of faults can be corrected using this algorithm, even when as many as 10...
Paper Details
Title
Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks
Published Date
Mar 1, 2004
Volume
53
Issue
3
Pages
241 - 250
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