• Title/Summary/Keyword: Intelligent Transportation System (ITS)

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A Study on Worldwide & Korea Market Trends of Intelligent Transportation System (국내외 지능형교통시스템(ITS) 시장 동향)

  • Moon, H.D.;Lee, Y.C.;Lee, D.I.
    • Electronics and Telecommunications Trends
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    • v.17 no.6 s.78
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    • pp.48-58
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    • 2002
  • 최근 세계 ITS 시장은 활발한 정부의 투자와 민간의 시장참여로 인해 빠르게 시장이 성장해 나가고 있다. 또한, 국내 ITS 시장의 경우에도 ‘ITS 기본계획21’과 같이 범정부차원에서 ITS 육성을 위한 투자계획이 추진되고 민간의 활발한 참여가 이루어지고 있다. 이는 최근 세계적으로 초고속 인터넷의 급속한 보급과 무선통신 인프라의 구축 등과 같이 ITS를 구성하는 통신인프라의 급속한 확충에 따르는 것으로 빠르게 관련 산업 및 시장의 규모가 성장하고 있다. 따라서, 본 고에서는 세계 ITS 시장 동향과 향후 전망을 살펴보고, 국내 ITS 시장동향에 대한 분석을 통해 국내 ITS 시장에의 시사점을 제시하였다.

A Study on the Online Fault Detection System to construct the knowledge based Maintenance System of Intelligent Highway Information System (지능형 도로정보체계의 유지관리 지식기반 구축을 위한 온라인 고장검출 시스템 연구)

  • Ryu, Seung-Ki;Choi, Do-Hyuk;Choi, Tae-Soon;Moon, Hak-Yong;Kim, Young-Chun;Hong, Gyu-Jang
    • Proceedings of the KIEE Conference
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    • 1999.07b
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    • pp.677-679
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    • 1999
  • This paper introduces a implementation of fault detection for national highway line 3. Fault detection system was installed and operated on national highway line 3, environmental elements caused by abnormal status or faults has often happened. Therefore, the function of fault detection system is to speedy notify fault site, cause as well as scale of fault to manager. Though the fault detection and diagnosis system has been imported in the field of process of water and electric power, it is just beginning step in the field of ITS(Intelligent Transportation Systems). In general, Maintenance system is performed the online/offline process of detection, diagnosis and measure. This paper is studied online detection process, which is realtime remote detection.

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Development of Safety Performance Functions and Level of Service of Safety on National Roads Using Traffic Big Data (교통 빅데이터를 이용한 전국 도로 안전성능함수 및 안전등급 개발 연구)

  • Kwon, Kenan;Park, Sangmin;Jeong, Harim;Kwon, Cheolwoo;Yun, Ilsoo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.18 no.5
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    • pp.34-48
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    • 2019
  • The purpose of this study was two-fold; first, to develop safety performance functions (SPF) using transportation-related big data for all types of roads in Korea were developed, Second, to provide basic information to develop measures for relatively dangerous roads by evaluating the safety grade for various roads based on it. The coordinates of traffic accident data are used to match roads across the country based on the national standard node and link system. As independent variables, this study effort uses link length, the number of traffic volume data from ViewT established by the Korea Transport Research Institute, and the number of dangerous driving behaviors based on the digital tachograph system installed on commercial vehicles. Based on the methodology and result of analysis used in this study, it is expected that the transportation safety improvement projects can be properly selected, and the effects can be clearly monitored and quantified.

An approach for traffic signal control using RFID sensors

  • Seo, Gang-Do;Cho, Jin-Ho
    • Journal of Sensor Science and Technology
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    • v.17 no.3
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    • pp.236-244
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    • 2008
  • The Korean government is building several futuristic cities, ubiquitous City (u-City), with the latest information technology (IT) infrastructure and "ubiquitous" environment. In the "u-City", Intelligent Transportation System (ITS) will be one of the important services. This study proposed a traffic responsive urban traffic control system applicable in those u-City, using RFID (Radio Frequency Identification) technology to get traffic information. And, we proposed a predictive control model using the real time traffic information achieved from the proposed system. A simulation example is provided to demonstrate the applicability of the proposed system and model.

Correction of Measured Traffic Volume on Expressways Using Optimization Model (최적화 모형을 이용한 고속도로 측정교통량 보정)

  • Kim, Dong ho;Park, Dong joo;Kim, Do gyeong;Shin, Seung jin
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.17 no.4
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    • pp.41-53
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    • 2018
  • This study developed the optimization method to correct the measured traffic volume of the expressway that minimizes the measurement error and satisfies the traffic balancing with TCS. For this purpose, the model constructed in this study was compared and verified with the true traffic volume. Verification result of the model, it was found that the measurement error is reduced when the measured traffic volume is corrected for the traffic volume balance. As a result of applying it to 40 links of the Kyoungbu expressway, the measured traffic volume was corrected by -8.1%~9.6% and the measurement error was decreased as much as the corrected traffic volume. This research is meaningful in improving the accuracy of the measured traffic volume of the expressway, while the scale and role of the expressway are increasing.

Analysis of Rear-end Collision Risks Using Weigh-in-Motion Data (고속도로 Weigh-in-Motion(WIM) 이벤트 자료를 활용한 후미추돌 위험도 분석 기법)

  • Oh, Min Soo;Park, Hyeon Jin;Oh, Cheol;Park, Soon Min
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.17 no.2
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    • pp.152-167
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    • 2018
  • The high-speed weigh-in-motion system can collect the traveling speed and load information of individual vehicles, which can be used in a variety of ways for the traffic surveillance. However, it has a limit to apply the high-speed weigh-in-motion data directly to a safety analysis because high-speed weigh-in-motion's raw data are point measured data. In order to overcome this problem, this paper proposes a method to calculate the conflict rate and the Impulse severity based on surrogate safety measures derived from the detection time, detection speed, vehicle length, vehicle type, vehicle weight. It will be possible to analyze and evaluate the risk of rear-end collision on freeway traffic. In addition, this study is expected to be used as a fundamental for identifying crash risks and developing policies to enhance traffic safety on freeways.

Research on Driving Pattern Analysis Techniques Using Contrastive Learning Methods (대조학습 방법을 이용한 주행패턴 분석 기법 연구)

  • Hoe Jun Jeong;Seung Ha Kim;Joon Hee Kim;Jang Woo Kwon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.23 no.1
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    • pp.182-196
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    • 2024
  • This study introduces driving pattern analysis and change detection methods using smartphone sensors, based on contrastive learning. These methods characterize driving patterns without labeled data, allowing accurate classification with minimal labeling. In addition, they are robust to domain changes, such as different vehicle types. The study also examined the applicability of these methods to smartphones by comparing them with six lightweight deep-learning models. This comparison supported the development of smartphone-based driving pattern analysis and assistance systems, utilizing smartphone sensors and contrastive learning to enhance driving safety and efficiency while reducing the need for extensive labeled data. This research offers a promising avenue for addressing contemporary transportation challenges and advancing intelligent transportation systems.

The Status of Smart Vehicle Technology Development and ITS Frequency Distribution (스마트 자동차 기술 개발 및 ITS 주파수 할당 동향)

  • Ahn, Tae-Jun;Jang, Jin-Joo;Ro, Kwang-Hyun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.1075-1078
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    • 2011
  • 최근 단순한 이동수단의 목적인 자동차에서 IT기술을 접목시킨 스마트 자동차로의 패러다임 변환을 시도하고 있다. 이러한 ITS(Intelligent Transportation System)기반 스마트 자동차에는 기본적으로 차량 통신 네트워크 기술인 V2X(Vehicle-to-Infra/Vehicle/Nomadic)가 통신기술부분으로 이용되고 있다. V2X는 차량과 차량, 인프라, 모바일간의 통신을 도로차량에 적용한 모든 형태의 통신방식을 지칭하는 용어를 의미한다. 이러한 V2X 통신기술을 사용하기 위해서는 각 통신기술마다 주파수가 필요하며 ITU-R에서는 관련 주파수를 권고하고 있다. 하지만 국내 ITS 서비스용으로 할당된 주파수가 ITU-R의 권고사항 및 국외 현황과 상이하여 국내 차량 간 통신 기술 표준화가 보류 상태에 있으며 기술개발이 늦어지고 있는 상황이다. 본 논문에서는 국내외 ITS 주파수 할당 현황을 비교하였고, 해외 ITS 산업 동향 및 기술개발동향에 대해서도 살펴보았다. 본 연구 결과는 국내 ITS 주파수 재분배 혹은 추가 할당에 대한 정책 결정시 참고가 될 수 있을 것이다.

Analysis of the effect on Road Network with Communication Failure Rate of C-ITS Information System for Rear-end Collision Avoidance (C-ITS 차량 추돌방지 지원 시스템의 통신 부하를 고려한 도로네트워크 영향 분석)

  • Kim, Jun-Yong;Kim, Jin-Tae
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.15 no.5
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    • pp.71-82
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    • 2016
  • Information System for rear-end collision avoidance is a unit service of C-ITS pilot project. Road environment that the number of vehicles at the same driving high-speed has a possibility that the communication delay or failure caused by heavy load of vehicle to vehicle communication. In this study, effects of the road network about a communication failure rate of information system for rear-end collision avoidance was analyzed quantitatively with micro traffic simulation. The simulation was carried out in situation that crash of two vehicles are occurred at merging area with speed limit 80km/h and information of collision is prvoided to the rear vehicle. From simulation results, it can confirm the trend of the increasing 14% of potential conflict according to 10% increasing of the communication failure rate. C-ITS service has a goal of increasing safety. The coommunication failure rate increases due to heavy load of vehicle causes a fatal result in road safety administrator position. For the success of C-ITS project, a communication system developers side should perform the effort to reduce the communication failure rate.

A Study on the Supply of First/Last Mile Transportation Methods Based on ABATA Travel Patterns Analysis for the Provision of MaaS (MaaS 제공을 위한 ABATA 통행 분석 기반의 First/Last Mile 이동 수단 공급 방안 연구)

  • Choi, Jaeon;Song, Jaein;Kang, Min Hee;Eom, Jinki;Hwang, Kee Yeon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.21 no.1
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    • pp.159-181
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    • 2022
  • Today, people in cities use differentthe types of transportation that rangepeople use in cities have diversified from existing public transportation, cars, taxis to shared bicycles and shared electric kickboards. In addition, with the development of mobile platform -based search, order, and payment services, and transportation services have also begun to change into platform-based integrated services. In particular, MaaS, which has emerged as an integrated mobile service and, is currently being studied and operated worldwide., However, MaaS but remains at the level of the integrated provision of the existing public transportation. As a result of Specifically, the results of a literature review on this issue reveal that, the First/Last Mile problem raised at the current level of MaaS is likely to be solved by establishing an improved policy incorporating new means of transportation. Therefore, this study aims to establish a First/Last Mile transportation supply plan for successful MaaS provision. This establishment is realized by analyzing the traffic patterns of urban populations usingbased on the ABATA system,, an activity-based traffic analysis model withevaluated as having higher analysis power on people's traffic.