An Adaptive Outlier Detection and Processing Approach Towards Time Series Sensor Data

An Adaptive Outlier Detection and Processing Approach Towards Time Series Sensor Data

The intelligent environment monitoring network, as the foundation of ecosystem research, has rapidly developed with the ever-growing Internet of Things (IoT). IoT-networked sensors deployed to monitor ecosystems generate copious sensor data characterized by nonstationarity and nonlinearity such that...

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Bibliographic Details
Main Authors: Minghu Zhang, Xin Li, Lili Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Environmental monitoring
sensor data
outlier detection
integrated model
statistical analysis
Online Access:https://ieeexplore.ieee.org/document/8922712/

Internet

https://ieeexplore.ieee.org/document/8922712/

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