• Title/Summary/Keyword: Purpose traffic

Search Result 1,669, Processing Time 0.032 seconds

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

  • Joongjin Kook;Hakseung Lee
    • Journal of the Semiconductor & Display Technology
    • /
    • v.23 no.1
    • /
    • pp.61-64
    • /
    • 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.

  • PDF

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

  • 이영인
    • Journal of Korean Society of Transportation
    • /
    • v.13 no.1
    • /
    • pp.5-33
    • /
    • 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.

  • PDF

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

  • Wonsub, Yun;Jongtak, Kim;Myeonggyu, Lee;Wongun, Kim
    • Journal of Auto-vehicle Safety Association
    • /
    • v.14 no.4
    • /
    • pp.6-15
    • /
    • 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.

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

  • Hwang, Jin-Sung
    • Journal of the Korean Society of Industry Convergence
    • /
    • v.5 no.1
    • /
    • pp.53-64
    • /
    • 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.

  • PDF

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

  • Kim, Eun Y.;Jang, Joong S.;Oh, Bong S.;Park, Sang C.
    • Journal of Applied Reliability
    • /
    • v.18 no.2
    • /
    • pp.153-160
    • /
    • 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.

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

  • Su, Yang-Jin;Lee, Jae-Pil;Park, Cheon-O;Lee, Deok-Gyu;Chang, Hang-Bae
    • Journal of Korea Multimedia Society
    • /
    • v.13 no.8
    • /
    • pp.1212-1220
    • /
    • 2010
  • The technologies of domestic user programs are not enough to convert address convert information, which was collected via port redirection server, to user traffic. Generally traffic redirection technology is a special purpose technology for I/O traffic via network device. L4 switch needs various additional costs and devices to achieve this special purpose. To solve this problem, there appears need for a central management of control and monitoring by centralizing traffic at one position regardless of network structure and it is necessary to realize redirection function of switch at network layer. Therefore this study offer development of traffic central control system through protocol redirection of client-side.

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

  • Lee, Yong-Joo;Kim, Jy-So;Chang, Hoon;Jeong, Jin-Seok
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
    • /
    • v.26 no.4
    • /
    • pp.415-421
    • /
    • 2008
  • The purpose of this study is to provide a sensor based service model for traffic facilities in u-City through analysing the present condition of urban infrastructure, especially traffic facilities management. In order to achieve this purpose, we did a comparative analysis of internal and external situation of ITS(Intelligent Transport System) and classified service for traffic facilities to 3 categories, namely traffic flow management, traffic information offering, formation of road structure. Also, we examined technological trend of USN(Ubiquitous Sensor Network). Through this process, we present a sensor based service model of traffic facilities for building sustainable road environment.

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

  • Park, Dong-Kyun;Lee, Sang-Kwang
    • Korean Security Journal
    • /
    • no.7
    • /
    • pp.155-189
    • /
    • 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.

  • PDF

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

  • 임창덕;윤원곤
    • Proceedings of the Korea Concrete Institute Conference
    • /
    • 1990.04a
    • /
    • pp.57-60
    • /
    • 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.

  • PDF

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

  • 김여근;김재윤;박승현;강성수
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 1996.04a
    • /
    • pp.89-92
    • /
    • 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.

  • PDF