In-Network Outlier Detection in Wireless Sensor Networks

    Clinical Orthopaedics and Related Research, Volume abs/0909.0, Issue 1, 2012, Pages 51-54.

    Cited by: 389|Bibtex|Views20|Links
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    Keywords:
    Outlier detection Wireless sensor networks In-network computation

    Abstract:

    To address the problem of unsupervised outlier detection in wireless sensor networks, we develop an approach that (1) is flexible with respect to the outlier definition, (2) computes the result in-network to reduce both bandwidth and energy consumption, (3) uses only single-hop communication, thus permitting very simple node failure detec...More

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