Journal
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
Volume 23, Issue 1, Pages 163-182Publisher
SPRINGER
DOI: 10.1007/s10922-013-9287-z
Keywords
Sensor networks; Centralized outlier detection; Distributed outlier detection; Distance based algorithms; Density based algorithms; Trust based algorithms; Un-supervised outlier detection
Funding
- DOE [P200A070359]
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Outlier detection is a well studied problem in various fields. The unique characteristics and constraints of wireless sensor networks (WSN) make this problem especially challenging. Sensors can detect outliers for a plethora of reasons and these reasons need to be inferred in real time. Here, we survey the current state of research in this area, compare them and present some future directions for smarter handling of outliers in WSN.
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