DOI QR코드

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주행데이터 기반 자율주행 안전성 평가 시나리오 개발 및 검증

Development and Validation of Safety Performance Evaluation Scenarios of Autonomous Vehicle based on Driving Data

  • 임형호 (서울대학교 기계항공공학부) ;
  • 채흥석 (서울대학교 기계항공공학부) ;
  • 이명수 (교통안전공단 자동차안전연구원) ;
  • 이경수 (서울대학교 기계항공공학부)
  • 투고 : 2017.05.26
  • 심사 : 2017.12.12
  • 발행 : 2017.12.31

초록

As automotive industry develops, the demand for increasing traffic safety is growing. Lots of researches about vehicle convenience and safety technology have been implemented. Now, the autonomous driving test is being conducted all over the world, and the autonomous driving regulations are also being developed. Autonomous vehicles are being commercialized, but autonomous vehicle safety has not been guaranteed yet. This paper presents scenarios that assess the safety of autonomous vehicles by identifying the minimum requirements to ensure safety for a variety of situations on highway. In assessing driving safety, seven scenarios were totally selected. Seven scenarios were related to lane keeping and lane change performance in certain situations. These scenarios were verified by analyzing the driving data acquired through actual vehicle driving. Data analysis was implemented via computer simulation. These scenarios are developed based on existing ADAS evaluation and simulation of autonomous vehicle algorithm. Also Safety evaluation factors are developed based on ISO requirements, other papers and the current traffic regulations.

키워드

참고문헌

  1. 장승주, 2016, "자율 주행 자동차 관련 SW기술 동향," 한국통신학회.
  2. 윤복중, 김정하, 2012, "첨단 자동차 연구개발의 동향," 제어로봇시스템학회지.
  3. Moon, Seungwuk, and Kyongsu Yi, 2008, "Human driving data-based design of a vehicle adaptive cruise control algorithm," Vehicle System Dynamics Vol. 46, No.8, pp. 661-690. https://doi.org/10.1080/00423110701576130
  4. Yonghwan Jeong, 2015, "An evaluation scenario of safety performance for extraordinary service permission of autonomous vehicle, KASA Spring Conference Proceedings.
  5. Felix Fahrenkrog, 2014, "Evaluation of automated driving functions," ITS Europe.
  6. Kyong-Su Yi, 2014, "Vehicle Dynamics Control Applications to Automobiles: Survey and Some New Trends," Journal of Institute of Control, Robotics and Systems, Vol. 20, No.3, pp. 298-312. https://doi.org/10.5302/J.ICROS.2014.14.9017
  7. 채흥석 el al., 2016, "자율주행 자동차 임시운행 허가를 위한 안전 성능 평가 시나리오," 한국자동차공학회논문집, Vol. 24, No.5, pp. 495-503. https://doi.org/10.7467/KSAE.2016.24.5.495
  8. Dr. Peter E. Rieth, "Emergency steer & brake assist - A systematic approach for system integration of two complementary driver assistance systems," Continental AG Germany Paper, Number, 11-0111
  9. ISO 11270: 2014(en)Intelligent transport systems - Lane keeping assistance systems (LKAS) -Performance requirements and test procedures