Machine Fault Detection for Intelligent Self-Driving Networks.

IEEE Communications Magazine(2020)

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摘要
To build the mechanism of a SelfDN is becoming an emerging direction for future IoT. The detection of device status, such as fault or normal, is a very fundamental module in SelfDN. In this article, we first review recent studies devoted to applying fault detection techniques in IoT networks. Taking the challenge of processing the real-valued IoT data into account, we propose a novel fault detecti...
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关键词
Fault detection,Feature extraction,Machine learning algorithms,Neural networks,Support vector machines,Real-time systems,Sensors
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