NOS.E: A New Fast Response Electronic Nose Health Monitoring System

Wentian Zhang; Taoping Liu; Miao Zhang; Yi Zhang; Huiqi Li; Maiken Ueland; Shari L. Forbes; X. Rosalind Wang; Steven W. Su

doi:10.1109/EMBC.2018.8513416

NOS.E: A New Fast Response Electronic Nose Health Monitoring System

Wentian Zhang
, Taoping Liu
, Miao Zhang
, Yi Zhang
, Huiqi Li
, Maiken Ueland
, Shari L. Forbes
, X. Rosalind Wang
, Steven W. Su

School of Information and Electronics

University of Technology Sydney
CSIRO
Beijing Institute of Technology
University of Electronic Science and Technology of China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Abstract

We present a practical electronic nose (e-nose) sys-tem, NOS.E, for the rapid detection and identification of human health conditions. By detecting the changes in the composition of an individual's respiratory gases, which have been shown to be linked to changes in metabolism, e-nose systems can be used to characterize the physical health condition. We demonstrated our system's viability with a simple data set consists of breath collected under three different scenarios from one volunteer. Our preliminary results show the popular classifier SVM can discriminate NOS.E's responses under the three scenarios with high performance. In future work, we will aim to gather a more varied data set to test NOS.E's abilities.

Original language	English
Title of host publication	40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4977-4980
Number of pages	4
ISBN (Electronic)	9781538636466
DOIs	https://doi.org/10.1109/EMBC.2018.8513416
Publication status	Published - 26 Oct 2018
Event	40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 - Honolulu, United States Duration: 18 Jul 2018 → 21 Jul 2018

Publication series

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume	2018-July
ISSN (Print)	1557-170X

Conference

Conference	40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018
Country/Territory	United States
City	Honolulu
Period	18/07/18 → 21/07/18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

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10.1109/EMBC.2018.8513416

Cite this

Zhang, W., Liu, T., Zhang, M., Zhang, Y., Li, H., Ueland, M., Forbes, S. L., Rosalind Wang, X., & Su, S. W. (2018). NOS.E: A New Fast Response Electronic Nose Health Monitoring System. In 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (pp. 4977-4980). Article 8513416 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2018-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2018.8513416

Zhang, Wentian ; Liu, Taoping ; Zhang, Miao et al. / NOS.E : A New Fast Response Electronic Nose Health Monitoring System. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 4977-4980 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

@inproceedings{cde66d2620ad47d1bc9ec0c71e1f91a0,

title = "NOS.E: A New Fast Response Electronic Nose Health Monitoring System",

abstract = "We present a practical electronic nose (e-nose) sys-tem, NOS.E, for the rapid detection and identification of human health conditions. By detecting the changes in the composition of an individual's respiratory gases, which have been shown to be linked to changes in metabolism, e-nose systems can be used to characterize the physical health condition. We demonstrated our system's viability with a simple data set consists of breath collected under three different scenarios from one volunteer. Our preliminary results show the popular classifier SVM can discriminate NOS.E's responses under the three scenarios with high performance. In future work, we will aim to gather a more varied data set to test NOS.E's abilities.",

author = "Wentian Zhang and Taoping Liu and Miao Zhang and Yi Zhang and Huiqi Li and Maiken Ueland and Forbes, \{Shari L.\} and \{Rosalind Wang\}, X. and Su, \{Steven W.\}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 ; Conference date: 18-07-2018 Through 21-07-2018",

year = "2018",

month = oct,

day = "26",

doi = "10.1109/EMBC.2018.8513416",

language = "English",

series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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booktitle = "40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018",

address = "United States",

}

Zhang, W, Liu, T, Zhang, M, Zhang, Y, Li, H, Ueland, M, Forbes, SL, Rosalind Wang, X & Su, SW 2018, NOS.E: A New Fast Response Electronic Nose Health Monitoring System. in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018., 8513416, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2018-July, Institute of Electrical and Electronics Engineers Inc., pp. 4977-4980, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Honolulu, United States, 18/07/18. https://doi.org/10.1109/EMBC.2018.8513416

NOS.E: A New Fast Response Electronic Nose Health Monitoring System. / Zhang, Wentian; Liu, Taoping; Zhang, Miao et al.
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 4977-4980 8513416 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - NOS.E

T2 - 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018

AU - Zhang, Wentian

AU - Liu, Taoping

AU - Zhang, Miao

AU - Zhang, Yi

AU - Li, Huiqi

AU - Ueland, Maiken

AU - Forbes, Shari L.

AU - Rosalind Wang, X.

AU - Su, Steven W.

PY - 2018/10/26

Y1 - 2018/10/26

N2 - We present a practical electronic nose (e-nose) sys-tem, NOS.E, for the rapid detection and identification of human health conditions. By detecting the changes in the composition of an individual's respiratory gases, which have been shown to be linked to changes in metabolism, e-nose systems can be used to characterize the physical health condition. We demonstrated our system's viability with a simple data set consists of breath collected under three different scenarios from one volunteer. Our preliminary results show the popular classifier SVM can discriminate NOS.E's responses under the three scenarios with high performance. In future work, we will aim to gather a more varied data set to test NOS.E's abilities.

AB - We present a practical electronic nose (e-nose) sys-tem, NOS.E, for the rapid detection and identification of human health conditions. By detecting the changes in the composition of an individual's respiratory gases, which have been shown to be linked to changes in metabolism, e-nose systems can be used to characterize the physical health condition. We demonstrated our system's viability with a simple data set consists of breath collected under three different scenarios from one volunteer. Our preliminary results show the popular classifier SVM can discriminate NOS.E's responses under the three scenarios with high performance. In future work, we will aim to gather a more varied data set to test NOS.E's abilities.

UR - https://www.scopus.com/pages/publications/85056565140

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DO - 10.1109/EMBC.2018.8513416

M3 - Conference contribution

C2 - 30441459

AN - SCOPUS:85056565140

T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

SP - 4977

EP - 4980

BT - 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 18 July 2018 through 21 July 2018

ER -

Zhang W, Liu T, Zhang M, Zhang Y, Li H, Ueland M et al. NOS.E: A New Fast Response Electronic Nose Health Monitoring System. In 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 4977-4980. 8513416. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/EMBC.2018.8513416

NOS.E: A New Fast Response Electronic Nose Health Monitoring System

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