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ICDCS
2006
IEEE

In-Network Outlier Detection in Wireless Sensor Networks

11 years 6 months ago
In-Network Outlier Detection in Wireless Sensor Networks
To address the problem of unsupervised outlier detection in wireless sensor networks, we develop an algorithm that (1) is flexible with respect to the outlier definition, (2) works in-network with communication load proportional to the outcome, (3) reveals its outcome to all of sensors. We examine the algorithm’s performance using simulator and real sensor data streams. Our results demonstrate that the algorithm introduces reasonable communication load and power consumption.
Joel W. Branch, Boleslaw K. Szymanski, Chris Giann
Added 11 Jun 2010
Updated 11 Jun 2010
Type Conference
Year 2006
Where ICDCS
Authors Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
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