期刊
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
卷 23, 期 1, 页码 163-182出版社
SPRINGER
DOI: 10.1007/s10922-013-9287-z
关键词
Sensor networks; Centralized outlier detection; Distributed outlier detection; Distance based algorithms; Density based algorithms; Trust based algorithms; Un-supervised outlier detection
资金
- DOE [P200A070359]
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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