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A Novel Sparse Representation Classification Method for Gas Identification Using Self-Adapted Temperature Modulated Gas Sensors

A novel sparse representation classification method (SRC), namly SRC based on Method of Optimal Directions (SRC_MOD), is proposed for electronic nose system in this paper. By finding both a synthesis dictionary and a corresponding coefficient vector, the i-th class training samples are approximated...

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Detalles Bibliográficos
Autores principales: He, Aixiang, Wei, Guangfen, Yu, Jun, Li, Meihua, Li, Zhongzhou, Tang, Zhenan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540202/
https://www.ncbi.nlm.nih.gov/pubmed/31083382
http://dx.doi.org/10.3390/s19092173