Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

Sunil Kr Jha; R. D.S. Yadava; Kenshi Hayashi; Nilesh Patel

doi:10.1016/j.chemolab.2018.12.008

Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

Sunil Kr Jha, R. D.S. Yadava, Kenshi Hayashi, Nilesh Patel

Electronic Devices

Research output: Contribution to journal › Review article › peer-review

25 Citations (Scopus)

Abstract

Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

Original language	English
Pages (from-to)	18-31
Number of pages	14
Journal	Chemometrics and Intelligent Laboratory Systems
Volume	185
DOIs	https://doi.org/10.1016/j.chemolab.2018.12.008
Publication status	Published - Feb 15 2019

All Science Journal Classification (ASJC) codes

Analytical Chemistry
Software
Process Chemistry and Technology
Spectroscopy
Computer Science Applications

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10.1016/j.chemolab.2018.12.008

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title = "Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches",

abstract = "Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.",

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T1 - Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

AU - Jha, Sunil Kr

AU - Yadava, R. D.S.

AU - Hayashi, Kenshi

AU - Patel, Nilesh

PY - 2019/2/15

Y1 - 2019/2/15

N2 - Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

AB - Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

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JO - Chemometrics and Intelligent Laboratory Systems

JF - Chemometrics and Intelligent Laboratory Systems

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Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

Abstract

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