한국멀티미디어학회지 (Korea Multimedia Society)

한국멀티미디어학회 (Korea Multimedia Society)
권호 표지

Neuro-Driving: 뇌 신호 분석을 통한 운전 중 상황 인식 기술

  • 김정우 (고려대학교 정보통신대학 뇌공학과) ;
  • 이성환 (고려대학교 정보통신대학 뇌공학과)
  • 발행 : 2015.12.30
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초록

키워드

참고문헌

  1. 도로교통공단, 교통사고분석시스템(TAAS), 2012.
  2. B. Schoettle and M. A. Sivak, "A Survey of Public Opinion About Autonomous and Self- Driving Vehicles in the U.S., the U. K., and Australia," Transportation Research Institute, University of Michigan, USA, 2014.
  3. L. R. Hochberg, D. Bacher, B. Jarosiewicz, N. Y. Masse, J. D. Simeral, J. Vogel, S. Haddadin, J. Liu, S. S. Cash, P. Smagt, and J. P. Donoghue, "Reach and Grasp by People with Tetraplegia using a Neurally Controlled Robotic Arm," Nature, Vol. 485, No. 7398, 2012, pp. 372-375. https://doi.org/10.1038/nature11076
  4. http://www.brainproducts.com/productdetails.php?id=42
  5. http://www.nimh.nih.gov/health/publications/neuroimaging-and-mental-illness-a-window-into-the-brain/index.shtml
  6. http://www.iss.com/biomedical/instruments/imagent.html
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  8. B.-G. Lee and W.-Y. Chung, "Driver Alertness Monitoring using Fusion of Facial Features and Bio-Signals," IEEE Sensors Journal, Vol. 12, No. 7, 2012, pp. 2416-2422. https://doi.org/10.1109/JSEN.2012.2190505
  9. R. O. Mbouna, S.-G. Kong, and M.-G. Chun, "Visual Analysis of Eye State and Head Pose for Driver Alertness Monitoring," IEEE Transactions on Intelligent Transportation Systems, Vol. 14, No. 3, 2013, pp. 1462-1469. https://doi.org/10.1109/TITS.2013.2262098
  10. R. N. Khushaba, S. Kodagoda, S. Lal, and G. Dissanayake, "Driver Drowsiness Classification using Fuzzy Wavelet-Packet- Based Feature-Extraction Algorithm," IEEE Transactions on Biomedical Engineering, Vol. 58, No. 1, 2011, pp. 121-131. https://doi.org/10.1109/TBME.2010.2077291
  11. A. Picot, S. Charbonnier, and A. Caplier, "On-Line Detection of Drowsiness using Brain and Visual Information," IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, Vol. 42, No. 3, 2012, pp. 764-775. https://doi.org/10.1109/TSMCA.2011.2164242
  12. F.-C. Lin, L.-W. Ko, C.-H. Chuang, T.-P. Su, and C.-T. Lin, "Generalized EEG-Based Drowsiness Prediction System by using a Self-Organizing Neural Fuzzy System," IEEE Transactions on Circuits and Systems-I: Regular Papers, Vol. 59, No. 9, 2012, pp. 2044-2055. https://doi.org/10.1109/TCSI.2012.2185290
  13. C.-T. Lin, S.-A. Chen, T.-T. Chiu, H.-Z. Lin, and L.-W. Ko, "Spatial and Temporal EEG Dynamics of Dual-Task Driving Performance," Journal of NeuroEngineering and Rehabilitation, Vol. 8, No. 1, 2011.
  14. N. Dahal, D. Nandagopal, B. Cocks, R. Vijayalakshmi, N. Dasari, and P. Gaertner, "TVAR Modeling of EEG to Detect Audio Distraction during Simulated Driving," Journal of Neural Engineering, Vol. 11, No. 3, 2014, 036012. https://doi.org/10.1088/1741-2560/11/3/036012
  15. 김용석, 박상수, 박성수, 심지성, 이만호, 이운성, "차량 시뮬레이터를 이용한 운전 중 스트레스에 대한 운전자 반응 연구," 한국HCI학회 학술대회, 2010년 1월, pp. 277-297.
  16. 김정우, 이성환, "시뮬레이션 운전 환경에서 뇌신호 분석을 통한 운전자의 다양한 정신 상태 분류," 한국정보과학회 제42회 정기총회 및 동계학술발표회, 휘닉스파크, 2015년 12월.
  17. S. Haufe, M. S. Treder, M. F. Gugler, M. Sagebaum, G. Curio, and B. Blankertz, "EEG Potentials Predict Upcoming Emergency Brakings during Simulated Driving," Journal of Neural Engineering, Vol. 8, No. 5, 2011, 056001. https://doi.org/10.1088/1741-2560/8/5/056001
  18. I.-H. Kim, J.-W. Kim, S. Haufe, and S.-W. Lee, "Detection of Braking Intention in Diverse Situations during Simulated Driving based on EEG Feature Combination," Journal of Neural Engineering, Vol. 12, No. 1, 2015, 016001. https://doi.org/10.1088/1741-2560/12/1/016001
  19. J.-W. Kim, I.-H. Kim, and S.-W. Lee, "Detection of Braking Intention during Simulated Driving based on EEG Analysis: Online Study," Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, Oct. 9-12, 2015, pp. 887-891.