본문 바로가기
KERD
논문KCI 등재

이륜차 무인교통단속장비 개발 및 표준규격 연구

A Study on the Development and Standard Specification of Unmanned Traffic Enforcement Equipment for Two-Wheeled Vehicles

1

조회

0

다운로드

2

인용

0

참고문헌

키워드

초록

본 연구는 이륜차 법규위반 및 교통사고 예방을 위한 무인교통단속장비 및 표준규격 개발을 목적으로 한다. 이를 위해 현재 운영중인 무인교통단속장비의 이륜차 단속의 문제점 및 신기술 검토를 진행하였고, 설문조사를 통해 이륜차 무인교통단속장비 도입타당성 및 기술현황을 조사하였다. 또한 개발장비 현장실험을 통해 이륜차 단속기능을 구현하였고, 성능개선을 통해 단속대상 추가 및 번호인식률이 향상되었다. 현장실험 및 성능평가 결과를 바탕으로 이륜차 무인교통단속장비의 성능기준을 마련하였고 통신프로토콜에서는 차종분류코드 및 위반항목에 이륜차에 관한 사항을 신규로 구성하여 규격을 개발하였다.

Abstract

The purpose of this study is to develop unmanned traffic enforcement equipment and standard specifications for the prevention of traffic accidents and violations of the two-wheeled vehicle laws. To this end, we conducted a review of the problems and new technologies of the currently operating unmanned traffic enforcement equipment on two-wheeled vehicles. And through a survey, the feasibility of introducing unmanned traffic enforcement equipment for two-wheeled vehicles and the current status of technology were investigated. In addition, the two-wheeled vehicle enforcement function was implemented through field tests of the development equipment, and the addition of enforcement targets and the number recognition rate were improved through performance improvement. Based on the results of field experiments and performance evaluation, performance standards for unmanned two-wheeled vehicle traffic enforcement equipment were prepared, and in the communication protocol, two-wheeled vehicle-related matters were newly composed in the vehicle classification code and violation items to develop standards.

참고문헌 (16)

  1. Han, H. S., "A Study on Optimization of Light-Weight Deep Learning for Object Detection", Doctor, pp.2020
  2. Ko, J. G., "Technologies Trends in Image Big Data Analysis", Electronics and Telecommunications Trends, 29, pp.21~29 (2014)
  3. A Study on the Status and Proctection of Delivery Workers, "Korea Labor Institute", ~ (2019)
  4. Appropriate installation plan for unmanned traffic enforcement equipment and next-generation operation strategy, "Korea Road Traffic Authority", ~ (2018)
  5. "Korea Road Traffic Authority"[URL]
  6. Police Specifications for Unmanned Traffic Enforcement Equipment, "Korean National Police Agency", ~ (2020)
  7. Lee, C. J., "Image Processing-based Real-time Crash Detection and Automated Image Archiving Systems", Master, pp.2007
  8. 이호원, "끼어들기 단속시스템 개발 연구", 한국ITS학회 논문지, 11(5), pp.7~14 (2012), 한국ITS학회
  9. Lee, J. Y., "Artificial Intelligence Image Recognition Technology Trend", Telecommunications Technology Association Journal, 187, pp.45~51 (2020)
  10. Recent Artificial Intelligence Development Trends and Future Evolution Direction, "Lee, S. H.", LG Business Research, ~ (2017)
  11. 이상오, "무인교통단속장비 개선 및 구현", 한국ITS학회 논문지, 21(5), pp.42~56 (2022), 한국ITS학회[DOI]
  12. 임준범, "배달이륜자동차 주행행태 분석 연구 - 아파트단지를 중심으로", 한국산학기술학회논문지, 22(9), pp.19~27 (2021), 한국산학기술학회[DOI]
  13. Lv, H., "The impacts of non-motorized traffic enforcement cameras on red light violations of cyclists at signalized intersections", Journal of Safety Research, 83, pp.310~322 (2022)
  14. 류지형, "딥러닝 추적을 이용한 주정차위반 검지 방법", 전자공학회논문지, 56(9), pp.67~74 (2019), 대한전자공학회
  15. Shin, W. S., "Shadow Detection Algorithm Using Principal Component Analysis in Video-Based Traffic Monitoring System", Doctor, pp.2008

관련 논문AI추천

이 간행물의 다른 논문 (22건)