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Model Development for Alcohol Concentration in Exhaled Air at Low Temperature Using Electronic Nose
2022
Chemosensors
Driving safety issues, such as drunk driving, have drawn a lot of attention since the advent of shared automobiles. We used an electronic nose (EN) detection device as an onboard system for shared automobiles to identify drunk driving. The sensors in the EN, however, can stray in cold winter temperatures. We suggested an independent component analysis (ICA) correction model to handle the data collected from the EN in order to lessen the impact of low temperature on the device. Additionally, it
doi:10.3390/chemosensors10090375
fatcat:oaim3n7dazc5dncy65buxxlz2q