• 제목/요약/키워드: Purpose traffic

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자율주행을 위한 YOLOv5 기반 신호등의 신호 분류 모델 연구 (A Research of a Traffic Light Signal Classification Model using YOLOv5 for Autonomous Driving)

  • 국중진;이학승
    • 반도체디스플레이기술학회지
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    • 제23권1호
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    • pp.61-64
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    • 2024
  • As research on autonomous driving technology becomes more active, various studies on signal recognition of traffic lights are also being conducted. When recognizing traffic lights with different purposes and shapes, such as pedestrian traffic lights, vehicle-only traffic lights, and right-turn traffic lights, existing classification methods may cause misrecognition problems. Therefore, in this study, we studied a model that allows accurate signal recognition by subdividing the classification of signals according to the purpose and type of traffic lights. A signal recognition model was created by classifying traffic lights according to their shape and purpose into horizontal, vertical, right turn, etc., and by comparing them with the existing signal recognition model based on YOLOv5, it was confirmed that more correct and accurate recognition was possible.

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교통대응 신호제어 시스템의 효율성 평가 (The Assessment of TRACS(Traffic Adaptive Control System))

  • 이영인
    • 대한교통학회지
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    • 제13권1호
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    • pp.5-33
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    • 1995
  • This paper addresses the outlines of the traffic signal timing principles engaged in TRACS and the results of field test. Research team, encompassing research institute, university, and electronic company, conducted the three-year project for developing the new system, named TRACS(Traffic Adaptive Control System). The project was successfully completed in 1994. TRACS aims at accomplishing the objectives of better traffic adaptability and more reliable travel time prediction. TRACS operates in real-time adjusting signal timings throughout the system in response to variations in traffic demand and system capacity. The purpose of TRACS is to control traffic on an area basis rather than on an isolated intersection basis. An other purpose of TRACS is to provide real-time road traffic information such as volume, speed, delay , travel time, and so on. The performance of the first version of TRACS was compared to the conventional TOD control through field test. The test result was promi ing in that TRACS consistantly outperformed the conventional control method. The change of signaltiming reacted timely to the variation of traffic demand. Extensive operational test of TRACS will be conducted this year, and some functions will be enhanced.

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저속 특장차의 도심 자율주행을 위한 신호등 인지 알고리즘 적용 및 검증 (Implementation and Validation of Traffic Light Recognition Algorithm for Low-speed Special Purpose Vehicles in an Urban Autonomous Environment)

  • 윤원섭;김종탁;이명규;김원균
    • 자동차안전학회지
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    • 제14권4호
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    • pp.6-15
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    • 2022
  • In this study, a traffic light recognition algorithm was implemented and validated for low-speed special purpose vehicles in an urban environment. Real-time image data using a camera and YOLO algorithm were applied. Two methods were presented to increase the accuracy of the traffic light recognition algorithm, and it was confirmed that the second method had the higher accuracy according to the traffic light type. In addition, it was confirmed that the optimal YOLO algorithm was YOLO v5m, which has over 98% mAP values and higher efficiency. In the future, it is thought that the traffic light recognition algorithm can be used as a dual system to secure the platform safety in the traffic information error of C-ITS.

System Dynamics에 의한 도시활동의 동적 예측 (Dynamic Forecasting of Urban Activity by System Dynamic)

  • 황진성
    • 한국산업융합학회 논문집
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    • 제5권1호
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    • pp.53-64
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    • 2002
  • The purpose of this study was to predict the future urban activities effectively and rationally. For the purpose, a simulation model, based on SD, was built by integrating economic activities, land use and traffic of a city and by dividing Daegu Metropolitan City into seven districts and one county. To identify the effect of the development of a new city in the Dalsung County area, the future population and traffic volume of the city were predicted, using the model. The results are summarized as follows. The future population according to the development of a new city in the Dalsung County area was predicted, and the effects before and after the development twenty years later were compared. The future population of the Dalsung County was found to have slightly increased, whereas that of the adjoining Dalsuh Metropolitan District was found to has slightly decreased. For the other districts, there were no changes of the future population. It was found, therefore, that the development of a new city would have no effect on other districts. Then, the traffic volume according to the development of a new city in the Dalsung County area was also predicted. It was found that in the initial stage the traffic volume would increase with the increase in population of Dalsung County. It was predicted that particularly,. the traffic volume for the purpose of business would greatly increase. The traffic volume of Dalsuh Metropolitan District showed a slight decrease, whereas for the other districts, there were no changes of the traffic volume.

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실시간 감시를 통한 교통신호제어기의 열화 감지 (Detection of Deterioration of Traffic Signal Controller Through Real-Time Monitoring)

  • 김은영;장중순;오봉식;박상철
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제18권2호
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    • pp.153-160
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    • 2018
  • Purpose: A traffic signal controller needs to control and coordinate to ensure that traffic and pedestrians move as smoothly as possible. Since a traffic signal controller has a significant impact on the safety of vehicles and pedestrians, it is important to monitor the failure and deterioration of the traffic signal controller. The purpose of this paper is to propose an IoT (Internet of Things)-based monitoring system for a traffic signal controller. Methods: Every traffic signal controller has a nominal system trajectory specified when it is deployed. The proposed IoT-based monitoring system collects the system trajectory information through real-time monitoring. By comparing the nominal system trajectory and the monitored system trajectory, we are able to detect the failure and deterioration of the traffic signal controller. Conclusion: The proposed IoT-based monitoring system can contribute to the safety of vehicles and pedestrians by maximizing the availability of a traffic signal controller.

DB 보호를 위한 Protocol Redirection기반 트래픽 중앙통제시스템 개발 (Development of Traffic Centralized Control System Based on Protocol Redirection for DB Protection)

  • 서양진;이재필;박천오;이덕규;장항배
    • 한국멀티미디어학회논문지
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    • 제13권8호
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    • pp.1212-1220
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    • 2010
  • 국내의 사용자 프로그램으로 Port Redirection 서버를 통해 주소 변환 정보를 받아 사용자의 트래픽을 변환시키는 기술은 미비하다. 일반적으로 네트워크 장비에서 구현되는 기술로써 네트워크 장비를 경유하여 입출력되는 트래픽에 대해 특수한 목적으로 활용하는 네트워크 기술의 일부이다. 이러한 특수 목적을 달성하기 위한 L4 Switch 장비와 네트워크 구조에 따라 여러 대의 추가적인 비용들이 발생한다. 이러한 문제점을 개선하기 위하여 단말기의 Network Layer에서 L4 스위치의 Redirection기능을 구현하여 네트워크 구조에 관계없이 원하는 Traffic을 한 곳으로 집중시켜 통제와 모니터링을 중앙 집중하여 관리할 필요성이 있다. 따라서, 본 논문에서는 Client 단에서의 Protocol Redirection을 통한 트래픽의 중앙통제시스템을 제안하고자 한다.

센서 기반의 교통시설물 서비스 발전방향에 관한 연구 (The Study on Sensor based Service Model of Traffic Facilities)

  • 이용주;김지소;장훈;정진석
    • 한국측량학회지
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    • 제26권4호
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    • pp.415-421
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    • 2008
  • 본 연구에서는 u-City 건설에 따른 도시 기반시설물의 관리 중 특히 교통시설물의 관리를 위한 센서 기반 서비스 모델을 구축하기 위하여 관련 현황을 분석하고 이에 대한 발전 방향을 제시하고자 한다. 이를 위해 국 내외의 ITS(Intelligent Transport System)의 추진현황을 살펴보고, 이를 통해 제공되는 교통시설물 관련 서비스를 교통흐름관리, 교통정보제공, 도로 구조 형성 3개 부문으로 나누어 분석하였다. 또한 USN 기술의 발전 동향을 살펴보아 미래의 u-City 건설 지역에 교통시설의 이용효율을 극대화하고, 교통 이용편의와 교통안전을 제고하기 위한 센서기반의 교통시설물 관련 서비스 방안을 제시하고자 한다.

중소도시 교통사고의 실태분석과 교통경찰의 대응전략 - 안동시를 중심으로 (The characteristics of traffic accidents and Its Counter-measures in Small-Medium City - With the case of Andong City -)

  • 박동균;이상광
    • 시큐리티연구
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    • 제7호
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    • pp.155-189
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    • 2004
  • The mission of the police as described by law is to guard the life, body and property of all citizens. Such duties should be accurately performed based on legal and democratic procedures because the works of the police are directively influencing the overall lives of the citizens by restricting their freedom. We are frequently watching the traffic police on the street or road. Traffic policing aims to reduce crime and the opportunities for criminal activity in relation to the use of roads, that is to improve road user behavior in order to reduce accidents. The characteristics of traffic accident change is not similar in each traffic condition. The purpose of this study is to analysis a type characteristics of traffic accident change, such as number of deaths and wounded persons by the time, the vehicle, the type the road, the age group. Based on the characteristics of traffic accident change, traffic accident countermeasures are proposed, in which some variable of traffic policies such as traffic facilities, traffic regulation, and traffic safety education.

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콘크리트 도로포장의 조기개통에 관한 연구 (A Study on the concrete pavement for early traffic opening day)

  • 임창덕;윤원곤
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1990년도 봄 학술발표회 논문집
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    • pp.57-60
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    • 1990
  • The purpose of this report is to study the traffic opening day of concrete pavement. For this purpose this paper studies on the propeties of various cement types which include the newly developed cement for the cement pavement regarding the resistance to the chemical attack caused by de-icing salt and the durability of the concrete pavement. Especially, traffic opening day of concrete pavement are discussed on site.

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2계층 VOD 서비스망에서의 트래픽 분석과 저장용량 결정 (Traffic analysis and storage allocation in a hierarchical two level network for VOD service)

  • 김여근;김재윤;박승현;강성수
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1996년도 춘계공동학술대회논문집; 공군사관학교, 청주; 26-27 Apr. 1996
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    • pp.89-92
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    • 1996
  • It is generally recognized that Video On Demand (VOD) service will become a promising interactive service in B-ISDN. We consider a hierarchical two level network architecture for VOD service. The first level consists of connected Local Video Servers(LVSs) in which a limited number of high vision programs are stored. The second level has one Central Video Server(CVS) containing all the programs served in the network. The purpose of this paper is to analyze the network traffic and to propose the storage policy for LVSs. For this purpose, we present an analysis of program storage amount in each LVS, transmission traffic volume between LVSs, and link traffic volume between CVS and LVSs, according to changing the related factors such as demand, the number of LVSs is also presented on the basis of the tradeoffs among program storage cost, link traffic cost, and transmission cost.

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