A Novel Dictionary Learning Method for Gas Identification With a Gas Sensor Array

Discriminative dictionary learning has been successfully applied in pattern recognition field. In most of dictionary learning methods, ℓ 0 -norm or ℓ 1 -norm is used to regularize the sparse representation coefficients, which makes the computing time consuming. In this paper, we present a novel dict...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2017-12, Vol.64 (12), p.9709-9715
Hauptverfasser:	He, Aixiang, Wei, Guangfen, Yu, Jun, Tang, Zhenan, Lin, Zhonghai, Wang, Pingjian
Format:	Artikel
Sprache:	eng
Schlagworte:	Benzene Carbon monoxide Computing time Dictionaries Dictionary learning (DL) electronic nose Electronic noses Ethanol gas identification gas sensor array Gas sensors Iterative methods Learning Machine learning Pattern recognition Performance enhancement Semiconductor device measurement Sensor arrays Signal analysis Synthesis Teaching methods Testing Training Voltage measurement
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