Gas Source Parameter Estimation Using Machine Learning in WSNs
IEEE Sensors Journal(2016)
摘要
This paper introduces an original clusterized framework for the detection and estimation of the parameters of multiple gas sources in wireless sensor networks. The proposed method consists of defining a kernel-based detector that can detect gas releases within the network's clusters using concentration measures collected regularly from the network. Then, we define two kernel-based models that accu...
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关键词
Estimation,Wireless sensor networks,Detectors,Pollution measurement,Explosions,Area measurement
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