Distance Based Method for Outlier Detection of Body Sensor Networks

We propose a distance based method for the outlier detection of body sensor networks. Firstly, we use a Kernel Density Estimation (KDE) to calculate the probability of the distance to k nearest neighbors for diagnosed data. If the probability is less than a threshold, and the distance of this data t...

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Bibliographic Details
Main Authors: Haibin Zhang, Jiajia Liu, Cheng Zhao
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2016-01-01
Series:EAI Endorsed Transactions on Wireless Spectrum
Subjects:
Online Access:http://eudl.eu/doi/10.4108/eai.19-1-2016.151000