• Title/Summary/Keyword: 돌발상황검지

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Development of an Incident Detection Algorithm by Using Traffic Flow Pattern (이력패턴데이터를 이용한 돌발상황 감지알고리즘 개발)

  • Heo, Min-Guk;No, Chang-Gyun;Kim, Won-Gil;Son, Bong-Su
    • Journal of Korean Society of Transportation
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    • v.28 no.6
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    • pp.7-15
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    • 2010
  • Research of this paper focused on developing and demonstrating of algorithm with the figures of difference between historical traffic pattern data and real-time traffic data to decide on what the incident is. The aim of this dissertation is to develop incident detection algorithm which can be understood and modified easier to operate. To establish traffic pattern of this algorithm, weighted moving average method was applied. The basis of this method was traffic volume and speed of the same day and time at the same location based on 30-second raw data. The model was completed by a serious of steps of process-screening process of error data, decision of the traffic condition, comparison with pattern data, decision of incident circumstances, continuity test. A variety of parameter value was applied to select reasonable parameter. Results of application of the algorithm came out with figures of average detection rate 94.7 percent, 0.8 percent rate of misinformation and the average detection time 1.6 minutes. With these following results, the detection rate turned out to be superior compared with result of existing model. Applying the concept of traffic patterns was useful to gain excellent results of this study. Also, this study is significant in terms of making algorithm which theorized the decision process of actual operators.

A Study on the Influencing Factors for Incident Duration Time by Expressway Accident (고속도로 교통사고 시 돌발상황 지속시간 영향 요인 분석)

  • Lee, Ki-Young;Seo, Im-Ki;Park, Min-Soo;Chang, Myung-Soon
    • International Journal of Highway Engineering
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    • v.14 no.1
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    • pp.85-94
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    • 2012
  • The term "incident duration time" is defined as the time from the occurrence of incident to the completion of the handling process. Reductions in incident durations minimize damages by traffic accidents. This study aims to develop models to identify factors that influence incident duration by investigating traffic accidents on highways. For this purpose, four models were established including an integrated model (Model 1) incorporating all accident data and detailed models (Model 2, 3 and 4) analyzing accidents by location such as basic section, bridges and tunnels. The result suggested that the location of incident influences incident duration and the time of arrival of accident treatment vehicles is the most sensitive factor. Also, significant implications were identified with regard to vehicle to vehicle accidents and accidents by trucks, in night or in weekends. It is expected that the result of this study can be used as important information to develop future policies to manage traffic accidents.

The vehicle awareness technology by using complex sensors (복합 센서를 이용한 차량 인식기술)

  • Lee, Chun-Gyeong;Song, Sung-Keun;Kang, Byung-Kil;Youn, Hee-Yong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.341-343
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    • 2010
  • 현재 사용되는 차량 검지기는 크게 두 가지 검지기가 사용되고 있다. 그 종류는 루프 검지기와 영상 검지기인데 지금 이러한 두 가지 유형은 설치 이용되고 있고, 이러한 검지기로부터 수집된 교통량, 속도 등의 실시간 교통 자료는 가공과정을 거친 후 반복/비 반복 정체관리, 돌발 상황관리, 경로안내 서비스 등 다양한 서비스에 활용하고 있으나, 이들 용도 이외에 더욱더 다양한 서비스를 지원하는 작업이 필요하며 예를 들면, 교통정책 평가, 교통사업 평가, 교통안전 증진 등의 다양한 목적으로 활용하는 서비스를 지원하는 것이어야 하겠다. 따라서 현재 이용되는 차량 검지기 시스템의 확대 설치가 이루어져야 한다. 그러나 루프 검지기와 영상 검지기는 복잡한 공사를 수반하며, 가격 또한 높고 USN 기반의 인식 기술에 비해 경제성과 경쟁력이 떨어진다. 따라서 다양한 공공/민간 교통서비스 및 u-City의 응용 서비스 기술에 필요한 USN 기반의 차량 식별/인식/속도 검지 기술의 개발이 필요하다.

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A Study on the Traffic Information System Development Using DSRC (DSRC를 이용한 교통정보시스템 개발 연구)

  • Kwon, Han-Joon;Lee, Jae-Jun;Lee, Seung-Hwan;Lee, Jin-Kweon;Kim, Yong-Deak
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.8 no.6
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    • pp.13-22
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    • 2009
  • Recently, DSRC technology is used in the various fields such as parking system, BIS, ETC, etc. This paper suggests a traffic information system using this DSRC technology. The traffic information processing based on point detection using existing vehicle detection equipment is the system in which a collection and a service are operated separately while the traffic information system based on the link detection using DSRC is able to collect and provide the traffic information through the communication between RSE and OBU. The speed of a traffic congestion is high on the process converted from a point passing speed to a link average speed because the vehicle detection equipment makes the link traffic information into the point information. When the condition of traffic is deteriorated, traffic speed of the vehicle detection equipment becomes higher than DSRC. Especially, in this system, deflection by data of the traffic speed of the traffic information system is much decreased, and the unexpected condition detection and traffic condition are provided promptly.

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Analysis of the Research Trend and Developmental Direction against the VDS Data (차량검지기 자료 관련 연구동향 분석 및 발전방향)

  • Kim, Han-Soo;Park, Dong-Joo;Shin, Seung-Jin;Beck, Seung-Kirl;NamKoong, Sung
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.6 no.1 s.12
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    • pp.13-26
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    • 2007
  • A VDS data in the domestic has been used within limits to real time information such as congestion management, incident management, and route guidance service. On the other hand, a VDS data in the foreign countries had been used to various objectives such as transportation policy assessment, transportation construction evaluation, franc safety improvement, and etc. The scope and method of the study is the VDS data which was installed in the uninterrupted flow such as the freeway and the interrupted flow in a diversion route of the leeway. It has investigated and analyzed the VDS as our subject to study, study objective and study methodology for each study generally classified as 1) data collection 2) data processing 3) data store and 4) data quality section. This study has investigated and analyzed the various literatures in domestic and foreign countries regarding the VDS data. And It drew the development direction of the study which is about VDS data in domestic from now.

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User Interface of Data Processing, Design and Construction Techniques of Traffic Database Supporting Archived data (교통정보 이력자료 분석을 위한 통합 교통 데이터베이스의 설계 및 구축과 자료처리 이용자 인터페이스)

  • Lee, Yoon-Kyung;Lee, Min-Soo;NamGung, Sung
    • Proceedings of the Korean Information Science Society Conference
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    • 2008.06c
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    • pp.55-59
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    • 2008
  • 분산되어 있는 여러 운영계 시스템에서 대용량의 교통자료를 가져와 교통정보 이력자료를 분석할 수 있는 단일 통합 교통 데이터베이스를 구축한다. 품질 평가, 오류 판단, 결측보정과 평활화 등의 자료처리 과정을 거친 교통자료는 자료의 신뢰도를 판단하고 활용도를 높일 수 있게 해주며 이용자에게 고속도로 통행료 수납자료, 고속도로 전자통행료 수납자료, 차량검지장치자료, 도로전광표지자료, 돌발상황자료, 기상자료, 차량번호인식장치자료 등에 대한 검색 및 자료 처리 기능을 제공한다.

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Investigation of Service Item for Archived VDS Data User Services: Focused on Expressway (차량검지기 이력자료 이용자서비스 도입을 위한 서비스 아이템 선정(고속도로를 중심으로))

  • Kim, Han-Soo;Baek, Seung-Kirl;NamKoong, Seong;Shin, Seung-Jin;Park, Dong-Joo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.6 no.2
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    • pp.1-14
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    • 2007
  • The purpose of this research is to investigate service item to develop archived VDS(Vehicle Detecting System) data user services. Through the review of related studies and literature and investigation of the current application status of the vehicle detector data, the service item from the historical detector data were identified. The relative importance of the identified service item was measured based on the application purpose, usage and frequency of application.

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Estimation of Predictive Travel Times Using Ubiquitous Traffic Environment under Incident Conditions (유비쿼터스 환경에서 돌발상황 발생 시 예측적 통행시간 추정기법)

  • Park, Joon-Hyeong;Hong, Seung-Pyo;Oh, Cheol;Kim, Tae-Hyeong;Kim, Won-Kyu
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.8 no.2
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    • pp.14-26
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    • 2009
  • This study presented a novel method to estimate travel times under incident conditions. Predictive travel time information was defined and evaluated with the proposed method. The proposed method utilized individual vehicle speeds obtained from global positioning systems (GPS) and inter-vehicle communications(IVC) for more reliable real-time travel times. Individual vehicle trajectory data were extracted from microscopic traffic simulations using AIMSUN. Market penetration rates (MPR) and IVC ranges were explored with the accuracy of travel times. Relationship among travel time accuracy, IVC ranges, and MPR were further identified using regression analyses. The outcomes of this study would be useful to derive functional requirements associated with traffic information systems under forthcoming ubiquitous transportation environment

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