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비신호교차로에서 자율주행차량 교통안전 가이던스 전략 평가 KCI 등재

A Simulation Study for Evaluation of Autonomous Vehicle Safety Guidance Strategies at Non-signalized Intersection

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한국도로학회논문집 (International journal of highway engineering)
한국도로학회 (Korean Society of Road Engineers)
초록

PURPOSES : This study evaluates the effectiveness of traffic flow optimization when giving safety strategy guidance to a connected autonomous vehicle (CAV) based on information received through infrastructure cooperation in a V2X environment for non-signal intersection. METHODS : To evaluate the effectiveness of safety strategy guidance based on developed traffic flow control algorithm at a non-signalized intersection, it was implemented on simulation. A scenario based on the Level of Service (LOS) and the market penetration rate(MPR) of autonomous vehicles was established. The simulation results were divided into safety, operation, and environment to evaluate the effect, and the effect of optimizing traffic flow was finally derived through the integrated evaluation score. RESULTS : As a result, when safety strategy guidance was provided, the number of conflicts and CO emissions decreased by about 29% and about 15%, improving safety and environmental performance. In the case of operation, the mean of delay time was increased overall by 1%, but in the case of MPR 50 and above, the delay time was reduced by about 38%, thereby increasing operation. Finally, the aspect of traffic flow optimization, effectiveness of safety strategy guidance was derived through the integrated evaluation score, and the average integrated evaluation score improved from MPR 20 or higher. CONCLUSIONS : Providing guidance had the effect of optimizing traffic flow at a non-signal intersection. In the future, V2X communications will provide CAV with algorithm-based guidance developed in this study to control driving behavior. it will support safe and efficient driving at non-signal intersections.

목차
1. 서론
    1.1. 논문개요
2. 문헌 고찰
    2.1. 혼재교통류 연구
    2.2. 비신호교차로 환경 연구
3. 방법론
    3.1. 분석 개요
    3.2. 교통 시뮬레이션
    3.3. 가치함수
    3.4. 평가 지표
4. 결과
    4.1. 안전성
    4.2. 운영성
    4.3. 환경성
    4.4. 통합평가지표 점수
5. 결론
감사의 글
저자
  • 김승환(정회원 · 한양대학교 교통물류공학과 석사과정) | Kim Seunghwan
  • 오동희(한양대학교 스마트시티공학과 석사과정) | Oh Donghee
  • 박준영(정회원 · 한양대학교 교통물류공학과·스마트시티공학과 부교수) | Park Juneyoung (Associate Professor Department of Transportation and Logistices Engineering, Hanyangdaehak-ro, Sangnokgu, Ansan 15588, Korea) 교신저자