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Hypovigilance detection using energy of electrocardiogram signals

Link to publisher's homepage http://nopr.niscair.res.in/

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Bibliographic Details
Main Authors: Arun, S., Sundaraj, Kenneth, Prof. Madya Dr., Murugappan, M.
Other Authors: arurun@gmail.com
Format: Article
Language:English
Published: NISCAIR PUBLICATIONS 2013
Subjects:
Electrocardiogram
Hypovigilance
NSF
Signals
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/23995
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spelling my.unimap-239952013-03-08T02:13:03Z Hypovigilance detection using energy of electrocardiogram signals Arun, S. Sundaraj, Kenneth, Prof. Madya Dr. Murugappan, M. arurun@gmail.com kenneth@unimap.edu.my murugappan@unimap.edu.my Electrocardiogram Hypovigilance NSF Signals Link to publisher's homepage http://nopr.niscair.res.in/ Driver drowsiness and driver inattention are the major causes for road accidents leading to severe traumas such as physical injuries, deaths, and economic losses. This necessitates the need for a system that can alert the driver on time, whenever he is drowsy or inattentive. Previous research works report the detection of either drowsiness or inattention. In this work, we aim to develop a system that can detect hypovigilance, which includes both drowsiness and inattention, using Electrocardiogram (ECG) signals. Fifteen male volunteers participated in the data collection experiment where they were asked to drive for two hours at 3 different times of the day (00:00 - 02:00 hrs, 03:00 - 05:00 hrs and 15:00 - 17:00 hrs) when the circadian rhythm is low. The results indicate that the energy feature of ECG is efficient to detect hypovigilance with a maximum accuracy of 98%. The two types of inattention namely visual and cognitive are also analyzed in this work. 2013-03-08T02:13:03Z 2013-03-08T02:13:03Z 2012-12 Article Journal of Scientific and Industrial Research, vol. 71 (12), 2012, pages 794-799 0022-4456 http://nopr.niscair.res.in/handle/123456789/15127 http://hdl.handle.net/123456789/23995 en NISCAIR PUBLICATIONS
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Electrocardiogram
Hypovigilance
NSF
Signals
spellingShingle Electrocardiogram
Hypovigilance
NSF
Signals
Arun, S.
Sundaraj, Kenneth, Prof. Madya Dr.
Murugappan, M.
Hypovigilance detection using energy of electrocardiogram signals
description Link to publisher's homepage http://nopr.niscair.res.in/
author2 arurun@gmail.com
author_facet arurun@gmail.com
Arun, S.
Sundaraj, Kenneth, Prof. Madya Dr.
Murugappan, M.
format Article
author Arun, S.
Sundaraj, Kenneth, Prof. Madya Dr.
Murugappan, M.
author_sort Arun, S.
title Hypovigilance detection using energy of electrocardiogram signals
title_short Hypovigilance detection using energy of electrocardiogram signals
title_full Hypovigilance detection using energy of electrocardiogram signals
title_fullStr Hypovigilance detection using energy of electrocardiogram signals
title_full_unstemmed Hypovigilance detection using energy of electrocardiogram signals
title_sort hypovigilance detection using energy of electrocardiogram signals
publisher NISCAIR PUBLICATIONS
publishDate 2013
url http://dspace.unimap.edu.my/xmlui/handle/123456789/23995
_version_ 1643794220490686464
score 13.222552

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