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Volumn 34, Issue , 2014, Pages 400-409

Drowsy driving detection by EEG analysis using Wavelet Transform and K-means clustering

Author keywords

Debauchies' wavelet; Discrete wavelet transform; Driver health monitoring; EEG signal analysis; K means clustering

Indexed keywords

COMPUTER SOFTWARE; DECISION MAKING; DISCRETE WAVELET TRANSFORMS; ELECTROENCEPHALOGRAPHY; SIGNAL DETECTION; SIGNAL PROCESSING; UBIQUITOUS COMPUTING; WAVELET DECOMPOSITION; WAVELET TRANSFORMS;

EID: 84906816904     PISSN: 18770509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2014.07.045     Document Type: Conference Paper
Times cited : (89)

References (24)
  • 2
    • 84906815870 scopus 로고    scopus 로고
    • National Sleep Foundation Accessed on January 30th
    • National Sleep Foundation, "Facts and Stats," http://drowsydriving.org/about/facts-and-stats/. Accessed on January 30th, 2014.
    • (2014) Facts and Stats
  • 4
    • 84872072597 scopus 로고    scopus 로고
    • Drowsy driving - 19 states and the District of Columbia, 2009-2010
    • Centres for Disease Control and Prevention (CDC) Accessed January 4 2013
    • Centres for Disease Control and Prevention (CDC). Drowsy driving - 19 states and the District of Columbia, 2009-2010. MMWR.2013; 61:1033-7, Accessed January 4, 2013
    • (2013) MMWR , vol.61 , pp. 1033-1037
  • 5
    • 34547331425 scopus 로고    scopus 로고
    • Assessment of driver's driving performance and alertness using EEG-based fuzzy neural networks circuits and systems
    • Lin C T, "Assessment of driver's driving performance and alertness using EEG-based fuzzy neural networks Circuits and Systems," IEEE International Symposium on Circuits and Systems, vol. 1, pp. 152-155, 2005.
    • (2005) IEEE International Symposium on Circuits and Systems , vol.1 , pp. 152-155
    • Lin, C.T.1
  • 6
    • 84906814026 scopus 로고    scopus 로고
    • The McGill Physiology Virtual Lab Accessed on March 7th
    • The McGill Physiology Virtual Lab, "Biomedical signal acquisition," http://www.medicine.mcgill.ca/physio/vlab/biomed-signals/eeg- n.htm. Accessed on March 7th, 2014.
    • (2014) Biomedical Signal Acquisition
  • 7
  • 8
    • 84923070412 scopus 로고    scopus 로고
    • A car that takes your pulse November 5th
    • A car that takes your pulse, "Designing vehicles to monitor brain waves, sleepiness," http://online.wsj.com/news/articles/ SB10001424127887324352004578131083891595840.,November 5th, 2013.
    • (2013) Designing Vehicles to Monitor Brain Waves, Sleepiness
  • 9
    • 79958144996 scopus 로고    scopus 로고
    • Driver inattention monitoring system for intelligent vehicles: A review
    • Jun.
    • Y. Dong, Z. Hu, K. Uchimura, and N. Murayama, "Driver inattention monitoring system for intelligent vehicles: A review," IEEE Trans. Intell. Transp. Syst., vol. 12, no. 2, pp. 596-614, Jun. 2011.
    • (2011) IEEE Trans. Intell. Transp. Syst. , vol.12 , Issue.2 , pp. 596-614
    • Dong, Y.1    Hu, Z.2    Uchimura, K.3    Murayama, N.4
  • 14
    • 77950966493 scopus 로고    scopus 로고
    • Changes in decibel scale wavelength properties of EEG with alertness levels while performing sustained attention tasks
    • Arjunan S. P, "Changes in Decibel Scale Wavelength Properties of EEG with Alertness Levels While Performing Sustained Attention Tasks." 31st Annual International Conference of the IEEE EMBS, Minnesota, 2009.
    • (2009) 31st Annual International Conference of the IEEE EMBS, Minnesota
    • Arjunan, S.P.1
  • 15
    • 61849113679 scopus 로고    scopus 로고
    • Automatic sleep stage classification based on EEG signals by using neural networks and wavelet packet coefficients
    • Vancouver, British Columbia, Canada
    • F. Ebrahimi, M. Mikaeili, E. Estrada and H. Nazeran, "Automatic Sleep Stage Classification Based on EEG Signals by Using Neural Networks and Wavelet Packet Coefficients," in 30th Annual International IEEE EMBS Conference, Vancouver, British Columbia, Canada, 2008.
    • (2008) 30th Annual International IEEE EMBS Conference
    • Ebrahimi, F.1    Mikaeili, M.2    Estrada, E.3    Nazeran, H.4
  • 18
    • 0029034876 scopus 로고
    • Quantitative topographic electroencephalographic mapping during drowsiness and sleep Onset
    • R. Broughton and J. Hasan, "Quantitative Topographic Electroencephalographic Mapping During Drowsiness and Sleep Onset," Journal of Clinical Neurophysiology, vol. 12, no. 4, pp. 372-386, 1995.
    • (1995) Journal of Clinical Neurophysiology , vol.12 , Issue.4 , pp. 372-386
    • Broughton, R.1    Hasan, J.2
  • 19
    • 14844283547 scopus 로고    scopus 로고
    • PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals
    • Circulation Electronic Pages
    • Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng C-19. K, Stanley HE, "PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals," Circulation, vol. 101, no. 23 :e215-e220 [Circulation Electronic Pages; http://circ.ahajoumals.org/cgi/content/iulL101/23/e215]; 2000.
    • (2000) Circulation , vol.101 , Issue.23
    • Goldberger, A.L.1    Amaral, L.A.N.2    Glass, L.3    Hausdorff, J.M.4    Ivanov, P.5    Mark, R.G.6    Mietus, J.E.7    Moody, G.B.8    Peng, C.K.9    Stanley, H.E.10
  • 23
    • 85030939306 scopus 로고    scopus 로고
    • MATLAB Cookbook Accessed on 21st April
    • MATLAB Cookbook, "How do I perform K-means clustering?," http://www.matlab-cookbook.com/recipes/0100-Statistics/150-Kmeans-clustering. html. Accessed on 21st April, 2014.
    • (2014) How Do I Perform K-means Clustering
  • 24
    • 85010317389 scopus 로고    scopus 로고
    • Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients
    • A. Subasi, "Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients," Expert Systems with Applications, pp. 1-11, 2004.
    • (2004) Expert Systems with Applications , pp. 1-11
    • Subasi, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.