Discriminating similar molecules remains a very challenging problem for semiconductor gas sensors. Here, we report a method to achieve precise gas discrimination of similar chemical vapors (mesitylene, o-xylene, and toluene) by using cross-reactive arrays consisting of metal oxide semiconductor and graphene sensors. It is difficult to identify these three chemicals as they have very similar responses to these sensors. Through cross-reactive Principal Component Analysis of the sensor response features, however, the discrimination accuracy improved from about 70% with a single gas sensor to almost 100% with the cross-reactive sensor array. Such a precise discrimination and the low-cost planar process make this approach a very attractive candidate for smart gas sensing and for future Internet of Things applications.
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26 November 2018
Research Article|
November 29 2018
Precise gas discrimination with cross-reactive graphene and metal oxide sensor arrays Available to Purchase
Chen Shi
;
Chen Shi
1
Department of Electrical and Computer Engineering, George Mason University
, Fairfax, Virginia 22030, USA
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Huixian Ye;
Huixian Ye
2
Shanghai Advanced Research Institute, Chinese Academy of Sciences
, Shanghai 200031, China
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Hui Wang;
Hui Wang
2
Shanghai Advanced Research Institute, Chinese Academy of Sciences
, Shanghai 200031, China
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Dimitris E. Ioannou;
Dimitris E. Ioannou
1
Department of Electrical and Computer Engineering, George Mason University
, Fairfax, Virginia 22030, USA
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Qiliang Li
Qiliang Li
a)
1
Department of Electrical and Computer Engineering, George Mason University
, Fairfax, Virginia 22030, USA
a)Author to whom correspondence should be addressed: [email protected]
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Chen Shi
1
Huixian Ye
2
Hui Wang
2
Dimitris E. Ioannou
1
Qiliang Li
1,a)
1
Department of Electrical and Computer Engineering, George Mason University
, Fairfax, Virginia 22030, USA
2
Shanghai Advanced Research Institute, Chinese Academy of Sciences
, Shanghai 200031, China
a)Author to whom correspondence should be addressed: [email protected]
Appl. Phys. Lett. 113, 222102 (2018)
Article history
Received:
September 26 2018
Accepted:
November 13 2018
Citation
Chen Shi, Huixian Ye, Hui Wang, Dimitris E. Ioannou, Qiliang Li; Precise gas discrimination with cross-reactive graphene and metal oxide sensor arrays. Appl. Phys. Lett. 26 November 2018; 113 (22): 222102. https://doi.org/10.1063/1.5063375
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