Breath odor-based individual authentication by an artificial olfactory sensor system and machine learning

Chaiyanut Jirayupat,Kazuki Nagashima,Takuro Hosomi,Tsunaki Takahashi,Benjarong Samransuksamer,Yosuke Hanai,Atsuo Nakao,Masaya Nakatani,Jiangyang Liu, Guozhu Zhang,Wataru Tanaka,Masaki Kanai,Takao Yasui,Yoshinobu Baba,Takeshi Yanagida

Chemical Communications（2022）

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摘要

Breath odor sensing-based individual authentication was conducted for the first time using an artificial olfactory sensor system. Using a 16-channel chemiresistive sensor array and machine learning, a mean accuracy of >97% was successfully achieved. The impact of the number of sensors on the accuracy and reproducibility was also demonstrated.

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