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  4. Monitoring smoking behaviour using a wearable acoustic sensor
 
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Monitoring smoking behaviour using a wearable acoustic sensor
File(s)
paper.pdf (477.06 KB)
Accepted version
Author(s)
Torres, Inigo
Echebarria, Uribe
Imtiaz, Syed Anas
Peng, Mingxu
Rodriguez-Villegas, Esther
Type
Conference Paper
Abstract
Smoking is a cause of multiple health problems
resulting in diseases which can also be fatal. It is well known
that smoking has long-term impact on the health of an
individual as well. While a number of studies have looked at
the impact of smoking on health and its economic impacts,
most of these rely on input from smokers in the form of
questionnaires and surveys. Long-term monitoring of smoking
habits and behaviour is thus not possible because of the lack
of means to do so. This paper proposes the use of a wearable
device to monitor breathing signals of subjects. It is shown that
the acoustic properties of a smoking breath are different from
a non-smoking breath. To encapsulate these differences, sever
al
features from a breath segment are extracted and used with a
simple classifier to automatically identify smoking breaths. The
proposed algorithm detected smoking and non-smoking breaths
with average accuracy of 66% and 99% respectively.
Date Issued
2017-09-14
Date Acceptance
2017-04-01
Citation
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, 39, pp.4459-4462
URI
http://hdl.handle.net/10044/1/64227
DOI
https://www.dx.doi.org/10.1109/EMBC.2017.8037846
ISBN
978-1-5090-2809-2
ISSN
1558-4615
Publisher
IEEE
Start Page
4459
End Page
4462
Journal / Book Title
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Volume
39
Copyright Statement
© 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000427085304222&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Source
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Subjects
Science & Technology
Life Sciences & Biomedicine
Technology
Biophysics
Engineering, Biomedical
Engineering
CIGARETTE-SMOKING
SYSTEM
Publication Status
Published
Start Date
2017-07-11
Finish Date
2017-07-15
Coverage Spatial
Seogwipo, South Korea
Date Publish Online
2017-09-14
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