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Anomaly Detection: Review and preliminary Entropy method tests
The approach is based on the principle that the entropy of the data is increased when an anomalous data point is measured.
Anomaly Detection in Wireless Sensor Networks
The main work can be described as this; given a set of measurements from sensors that represent a normal situation, [1] proceeds by first estimating the probability density function (pdf) of the set using a data-split approach, then estimate the entropy of the set using the arithmetic mean as an approximation for the expectation.
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