A basic study for system to prevent drowse by physiologic indices

Traffic accidents caused by drowsiness have become a large social problem. In this study, we aimed to develop a drowsiness detection system by heart rate variability. Eight subjects particiated in this study. Silent experimental room made them drowsy. The electrocardiogram, the electroencephalogram,...

Full description

Saved in:
Bibliographic Details
Published inJournal of Advanced Science Vol. 20; no. 1+2; pp. 1 - 6
Main Authors FUKUMOTO, Ichiro, MIYAZAWA, Takumi
Format Journal Article
LanguageJapanese
Published Society of Advanced Science 2008
Subjects
Online AccessGet full text
ISSN0915-5651
1881-3917
DOI10.2978/jsas.20.1

Cover

Loading…
Abstract Traffic accidents caused by drowsiness have become a large social problem. In this study, we aimed to develop a drowsiness detection system by heart rate variability. Eight subjects particiated in this study. Silent experimental room made them drowsy. The electrocardiogram, the electroencephalogram, the electro-oculogram, the respiration and the pulse wave were measured as physiological indices. The sampling frequency was 2,000 Hz. Video pictures of subjects were taken to monitor their body motion and aspect. Simultaneously, Visual Analog Scale (VAS) was used as a subjective assessment. Heart rate fluctuation was detected using the variance of threshold level that was set by the R-R intervals. The detected zone of drowsy state was assessed by the electroencephalogram and the electro-oculogram. It was only six subjects. Tow subjects could not detect the heart rate fluctuation. The variance of threshold level needs to be improved. We proposed drowsiness detection system using the simple threshold level. This system suggested the possibility to detect the drowsy state.
AbstractList Traffic accidents caused by drowsiness have become a large social problem. In this study, we aimed to develop a drowsiness detection system by heart rate variability. Eight subjects particiated in this study. Silent experimental room made them drowsy. The electrocardiogram, the electroencephalogram, the electro-oculogram, the respiration and the pulse wave were measured as physiological indices. The sampling frequency was 2,000 Hz. Video pictures of subjects were taken to monitor their body motion and aspect. Simultaneously, Visual Analog Scale (VAS) was used as a subjective assessment. Heart rate fluctuation was detected using the variance of threshold level that was set by the R-R intervals. The detected zone of drowsy state was assessed by the electroencephalogram and the electro-oculogram. It was only six subjects. Tow subjects could not detect the heart rate fluctuation. The variance of threshold level needs to be improved. We proposed drowsiness detection system using the simple threshold level. This system suggested the possibility to detect the drowsy state.
Author FUKUMOTO, Ichiro
MIYAZAWA, Takumi
Author_xml – sequence: 1
  fullname: FUKUMOTO, Ichiro
  organization: Bioengineering Development, Nagaoka University of Technology
– sequence: 1
  fullname: MIYAZAWA, Takumi
  organization: Graduate Course of Engineering, Nagaoka University of Technology
BookMark eNo9j8tOwzAQRS1UJErpgj_wD6R47Dh2lqXiJVViA2vLsSetozapPAGUvwfEY3UWV-dK55LN-qFHxq5BrGRt7E1HnlZSrOCMzcFaKFQNZsbmogZd6ErDBVsSpUYIWdpSq3rO1mveeEqB0_gWJ94OmdNEIx75OPBTxnfsRx7z8EHIm4mf9hOl4TDsvozUxxSQrth56w-Ey18u2Ov93cvmsdg-Pzxt1tuiA6j6Ak0MpWkVqlAGo3S0YFUQrQ1Q1gqjDBqiCl6qBqw2opSN9aIFY7GpRSXUgt3-_HY0-h26U05Hnyfn85jCAd13vJPCgZN_gP8x7H122KtPe8BZsA
ContentType Journal Article
Copyright 2008 Society of Advanced Science
Copyright_xml – notice: 2008 Society of Advanced Science
DOI 10.2978/jsas.20.1
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
EISSN 1881-3917
EndPage 6
ExternalDocumentID article_jsas_20_1_2_20_1_2_1_article_char_en
GroupedDBID 2WC
5GY
ALMA_UNASSIGNED_HOLDINGS
CS3
HH5
JSF
JSH
KQ8
OK1
RJT
RZJ
TKC
ID FETCH-LOGICAL-j116n-e7dc47f3e3c4c735d8183c0f8c1493ed2c51d3ca23b1857042b8a0f178eb90603
ISSN 0915-5651
IngestDate Wed Sep 03 06:29:05 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1+2
Language Japanese
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-j116n-e7dc47f3e3c4c735d8183c0f8c1493ed2c51d3ca23b1857042b8a0f178eb90603
OpenAccessLink https://www.jstage.jst.go.jp/article/jsas/20/1+2/20_1+2_1/_article/-char/en
PageCount 6
ParticipantIDs jstage_primary_article_jsas_20_1_2_20_1_2_1_article_char_en
PublicationCentury 2000
PublicationDate 2008
PublicationDateYYYYMMDD 2008-01-01
PublicationDate_xml – year: 2008
  text: 2008
PublicationDecade 2000
PublicationTitle Journal of Advanced Science
PublicationTitleAlternate Journal of Advanced Science
PublicationYear 2008
Publisher Society of Advanced Science
Publisher_xml – name: Society of Advanced Science
References 2 E.Fujita, Y.Ogura, N.Ochiai, T.Miao, T.Shimizu, T.Kamei, K.Murata, Y.Ueno, S.Kaneko, “Development of the measurement method of the prediction of sleep by finger plethysmogram data”,The Japanese Journal of Ergonomics,41,(2005)(in Japanese)
7 T.Miyazawa, I.Fukumoto,” A basic research for development of drowsiness detecting algorithm by physiologic indices”, Japanese Journal of Physiological Anthropology , 12(1), (2007)(in Japanese)
4 T.Yamakoshi, K.Yamakoshi, M.Kusakabe, “Physiological Investigation of Automobile Driver’s Activation Index using Simulated Monotonous Driving”, Transactions of Society of Automotive Engineers of Japan, 36, (2005)(in Japanese)
5 T.Fukuda, Y.Wakuda, Y.Hasegawa, F.Arai, M.Kawaguchi, A.Noda, “Sleep Qualtity Estimation based on Chaos Analysis for Heart Rate Variability”, IEEJ Trans. EIS, 125, (2005)(in Japanese)
9 T.Miyazawa, I.Fukumoto, “A basic research for development of drowsiness detecting algorithm by heart rate variability analysis”, The Society of Life Support Technology, (2007.7)
1 J.Wu, T.Chen, ”Development of a drowsiness warning system based on the fuzzy logic images analysis”, Expert Systems with Applications(2007)
8 T.Miyazawa, I.Fukumoto, “A Basic Study for Development of Drowsiness Detecting Algorithm by Physiologic Indices”, IEICE Technical Report, 107, (2007)(in Japanese)
3 M.Ishibashi, T.Yoshida, “The relationship between brain wave fluctuation and reaction times with the decrease in arousal level”, The Japanese Journal of Ergonomics, 36, (2000)(in Japanese)
6 DeBoer RW, Karemaker JM,Strackee J, ”Hemodynamic fluctuation and baroreflex sensitivity in humans; A beat-to-beat model.”, Am J Physiol, 253, (1987)
10 M.Nakao, M.Yamamoto, “Biological Rhythms and Fluctuations”(Seitairizumu to yuragi), Korona sya, (2004)(in Japanese)
References_xml – reference: 9 T.Miyazawa, I.Fukumoto, “A basic research for development of drowsiness detecting algorithm by heart rate variability analysis”, The Society of Life Support Technology, (2007.7)
– reference: 3 M.Ishibashi, T.Yoshida, “The relationship between brain wave fluctuation and reaction times with the decrease in arousal level”, The Japanese Journal of Ergonomics, 36, (2000)(in Japanese)
– reference: 2 E.Fujita, Y.Ogura, N.Ochiai, T.Miao, T.Shimizu, T.Kamei, K.Murata, Y.Ueno, S.Kaneko, “Development of the measurement method of the prediction of sleep by finger plethysmogram data”,The Japanese Journal of Ergonomics,41,(2005)(in Japanese)
– reference: 10 M.Nakao, M.Yamamoto, “Biological Rhythms and Fluctuations”(Seitairizumu to yuragi), Korona sya, (2004)(in Japanese)
– reference: 8 T.Miyazawa, I.Fukumoto, “A Basic Study for Development of Drowsiness Detecting Algorithm by Physiologic Indices”, IEICE Technical Report, 107, (2007)(in Japanese)
– reference: 1 J.Wu, T.Chen, ”Development of a drowsiness warning system based on the fuzzy logic images analysis”, Expert Systems with Applications(2007)
– reference: 6 DeBoer RW, Karemaker JM,Strackee J, ”Hemodynamic fluctuation and baroreflex sensitivity in humans; A beat-to-beat model.”, Am J Physiol, 253, (1987)
– reference: 7 T.Miyazawa, I.Fukumoto,” A basic research for development of drowsiness detecting algorithm by physiologic indices”, Japanese Journal of Physiological Anthropology , 12(1), (2007)(in Japanese)
– reference: 4 T.Yamakoshi, K.Yamakoshi, M.Kusakabe, “Physiological Investigation of Automobile Driver’s Activation Index using Simulated Monotonous Driving”, Transactions of Society of Automotive Engineers of Japan, 36, (2005)(in Japanese)
– reference: 5 T.Fukuda, Y.Wakuda, Y.Hasegawa, F.Arai, M.Kawaguchi, A.Noda, “Sleep Qualtity Estimation based on Chaos Analysis for Heart Rate Variability”, IEEJ Trans. EIS, 125, (2005)(in Japanese)
SSID ssib002484539
ssj0055442
Score 1.7215023
Snippet Traffic accidents caused by drowsiness have become a large social problem. In this study, we aimed to develop a drowsiness detection system by heart rate...
SourceID jstage
SourceType Publisher
StartPage 1
SubjectTerms Drowsiness
Electrocardiogram
Electroencephalogram
Heart rate fluctuation
R-R interval
Title A basic study for system to prevent drowse by physiologic indices
URI https://www.jstage.jst.go.jp/article/jsas/20/1+2/20_1+2_1/_article/-char/en
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
ispartofPNX Journal of Advanced Science, 2008, Vol.20(1+2), pp.1-6
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1bb9MwFLbG9sILYhsIxkV-4GGo8ogviV3tKUJMg2mbkFoxeIlsx9HaiXZauwf49Tu-JA1SkRh7SaP0ktTf1-PvnB5_QeidEblVhTCkMUwTYfmQ6MIJYmWhFezQJlhsnJ4Vx2Px5SK_WPXPh9UlS3Ngf69dV_I_qMIxwNWvkr0Hst2HwgHYB3xhCwjD9p8wLgcwCU1s9IgNDYPRmNkLyuvozTSoIc9eOK8yQxEjxrqB_6fapvbBNdK0bQxIv_wO5PHJ-PR8dB4Ci72c3Mw7vD5_L3-U38oAv766_Tn5o5ygVoXE1CX6t7OkqiHNCWjASAcXY6ZSlPBhXILZBlWW9ckzYL0YSXuTbbEuijPIbH0UX2jvp35AV1NV10CYhrzyr6kY5DEVax9o1T7p160BTR6hLSYl9SHv5Gs_11Ii95aocdoGWRXutNR9w2hD5a_lQ3clIFOmINrbhr-gQUZP0ZOEEC7jmbfRxlTvoO00fAu8nzzE3--issSBGjhQAwM1cKQGXs5xogaO1MDmF-5RAydqPEPjo0-jj8ck3S2DTCktZsTJ2grZcMetsJLnNUgxbrNGWUiCuauZzWnNrWbceP8vCNZG6ayhUjkzzIqMP0ebs_nMvUDY0aw2unaS5Y1ohhayXFkbB1qykNQJ8RIdxmGorqMlSnUfPPYe9O5X6HFs2fFVsNdoc3lz696ALlyatwHfO6amamo
linkProvider Colorado Alliance of Research Libraries
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+basic+study+for+system+to+prevent+drowse+by+physiologic+indices&rft.jtitle=Journal+of+Advanced+Science&rft.au=FUKUMOTO%2C+Ichiro&rft.au=MIYAZAWA%2C+Takumi&rft.date=2008&rft.pub=Society+of+Advanced+Science&rft.issn=0915-5651&rft.eissn=1881-3917&rft.volume=20&rft.issue=1+2&rft.spage=1&rft.epage=6&rft_id=info:doi/10.2978%2Fjsas.20.1&rft.externalDocID=article_jsas_20_1_2_20_1_2_1_article_char_en
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0915-5651&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0915-5651&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0915-5651&client=summon