• Title/Summary/Keyword: Smart Transportation

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Development of Evaluation Indicators for Optimizing Mixed Traffic Flow Using Complexed Multi-Criteria Decision Approaches (다기준 복합 가중치 결정 기반 혼재 교통류 최적화 평가지표 개발)

  • Donghyeok Park;Nuri Park;Donghee Oh;Juneyoung Park
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.23 no.2
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    • pp.157-172
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    • 2024
  • Autonomous driving technology, when commercialized, has the potential to improve the safety, mobility, and environmental performance of transportation networks. However, safe autonomous driving may be hindered by poor sensor performance and limitations in long-distance detection. Therefore, cooperative autonomous driving that can supplement information collected from surrounding vehicles and infrastructure is essential. In addition, since HDVs, AVs, and CAVs have different ranges of perceivable information and different response protocols, countermeasures are needed for mixed traffic that occur during the transition period of autonomous driving technology. There is a lack of research on traffic flow optimization that considers the penetration rate of autonomous vehicles and the different characteristics of each road segment. The objective of this study is to develop weights based on safety, operational, and environmental factors for each infrastructure control use case and autonomous vehicle MPR. To develop an integrated evaluation index, infra-guidance AHP and hybrid AHP weights were combined. Based on the results of this study, it can be used to give right of way to each vehicle to optimize mixed traffic.

A Study of Estimating the Alighting Stop on the Decision Tree Learning Model Using Smart Card Data (의사결정 학습 모델 기반 교통카드 데이터 하차 정류장 추정 모델 연구)

  • Yoo, Bongseok;Choo, Sangho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.18 no.6
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    • pp.11-30
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    • 2019
  • Smartcards are used as the basic data for utilizing the various transportation policies and evaluations, etc. and provided the transportation basic statistics index. However, the main problem of the smartcard data is that the most of users do not take the alighting tag at the stop, so there is a limit to the scope of use for the total O-D trip data because incomplete O-D traffic data of transportation card users. In this study, a decision tree of learning model is estimated for the alighting stop of smartcard users. The model estimation accuracy in range less than 2 stops interval was 89.7% on average. By eliminating the incompleteness alighting stop of smartcard data through this model, it is expected to be used as the basic data for various transportation analyses and evaluations.

Development of Usability Evaluation Criteria for Senior-Friendly Autonomous Transportation Robot

  • Kim, Seon Chil;Kim, Sun Jung;Choi, Kyongon
    • Journal of the Ergonomics Society of Korea
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    • v.33 no.5
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    • pp.407-422
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    • 2014
  • Objective: The purpose of the study is to develop quantitative usability evaluation criteria for senior-friendly autonomous transportation robot. Background: The Republic of Korea has become the most rapidly aging society, and is anticipated to enter the post-aged society in 2026. To raise the quality of life of a senior with limited mobility and to reduce the burden of caregivers, many high-tech assistive products with information technologies are developed nowadays. The senior-friendly autonomous transportation robot is one person robot vehicle to move a senior to the destination for hospitals, nursing homes or silver town complex. With built-in navigation system and environmental monitoring censors, it automatically seeks the path to the destination and avoids collision to obstacles and pedestrians on the way. Due to the early stage of the product, few usability studies in this field have been done, mostly on general service robots to assist seniors, power wheelchairs and delivery robots. ISO and KS standards for the service robots are focused on safety. Method: Based on the reference usability index, the early draft of the usability evaluation questionnaires was developed. After small group tests and interviews, the experts modified the initial draft to the Usability Evaluation Criteria for Senior-Friendly Autonomous Transportation Robot (UEC-SFATR). Result: UEC-SFATR consisted of 4 subscales - Safety, Controllability, Efficiency and Satisfaction. All of the 4 subscales of UEC-SFATR were passed the reliability criteria by 4 groups of seniors, divided by gender and familiarity of smart-devices. Conclusion: UEC-SFATR covers wider area of user experiences of the SFATR and is a good measurement tool to help both the users and developers of the robot. Application: This study provides guide to the future product development and product competitiveness evaluation by quantifying user experiences for the SFATR.

A Study on Precise Positioning with Doppler Measurements for Ground Transportation System (도플러 측정치를 이용한 육상교통 환경에 적합한 정밀 측위 기법 연구)

  • Lee, Byung-Hyun;Jee, Gyu-In
    • Journal of Advanced Navigation Technology
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    • v.14 no.5
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    • pp.632-639
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    • 2010
  • Ground Transportation is one of the most required field that users need positioning information Especially, more precise position can make smart traffic management possible and bring convenience to users. By advanced wireless network, cars can receive the GPS information of reference station in any tim e and any where. Thus land vehicles are possible to process precise positioning. In general, for precise positioning code and phase measurements are used. But receivers provide not only code and phase measurements but also doppler measurements and Doppler is direct measurement of velocity. In this paper, because velocity is very important information required in Ground Transportation, precise positioning for Ground Transportation is studied. For precise positioning RTK(Real-Time Kinematic) was used and double differenced doppler measurements were added, As a Result, positioning error by multipath and cycle slip was soften. However there still remained Positioning error. Thus smoothing technique using doppler measurement in position domain is used for softening positioning error.

A Study of the Relationship between Driver's Anxiety EEG & Driving Speed in Motorway Sections (주행속도와 기하구조에 따른 운전자 불안뇌파 분석 -고속주행시를 중심으로-)

  • Lim, Joon-Bum;Lee, Soo-Beom;Kim, Keun-Hyuk;Kim, Sang-Youp;Choi, Jai-Sung
    • Journal of the Korean Society of Safety
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    • v.27 no.3
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    • pp.167-175
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    • 2012
  • For establishing a standard of design element of the smart highway, this study investigated driver's anxiety EEG according to running speeds and geometric designs. Also, the experiment was implemented on 60 subjects. Based on running speed data and brainwave data, which were obtained from the experiment, this study analyzes anxiety EEG according to running speeds and geometric designs, and finally draws a forecasting model of anxiety EEG by selecting affecting factors of anxiety EEG. Forecasting model shows that left curve is the most influential on anxiety EEG figure. The reason is because when driver is driving on the first-lane, his or her visibility is impeded by a median strip. For this reason, anxiety EEG figure increases. And also steep downward slope and large radius of curve are heavily influential on driver's anxiety EEG figure. It is judged that anxiety EEG figure is increased by high speed on those section. Thus, the forecasting model of anxiety EEG suggested on this study will be utilized for design phase, and will decide the design speed on the superhighway. So, it will be used to make practical and safety road.

Status and Prospect of Smart City in the Fourth Industrial Revolution Era (4차 산업혁명시대의 스마트시티 현황과 전망)

  • Kim, Ki-Bong;Kim, Geun-Chae;Cho, Han-Jin
    • Journal of the Korea Convergence Society
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    • v.9 no.9
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    • pp.191-197
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    • 2018
  • With a population of more than 10 million people worldwide, MegaCity was only three in 1975, but it is expected to grow to 24 in 2013 and more than 30 in 2025 and more than 3 billion worldwide by 2050 It is expected to be absorbed into smart city. Especially in Asia and Africa, urbanization is expected to proceed rapidly. As the urbanization progresses and the population living in the cities increases, there are various problems such as rapid increase of energy consumption, congestion of traffic, various aging of the infrastructure and the like. As a result, smart city is emerging as a new alternative for solving urban problems. Smart City is rapidly expanding with the development of related technologies and can improve costs, improve urban services, improve quality of life, productivity and sustainability. Therefore, this paper analyzes the size and trend of the domestic and overseas smart city market, and analyzes the smart city related policies, trends and case studies of major countries to see the development status and market of smart city related industries, Present a business utilization model.

A Design on the Operating Systems of Electric Vehicle Charging Infra (전기자동차 충전인프라 운영시스템)

  • Kim, Ji-Sung;Lee, Jun-Chul;Park, Woo-Jong;Choi, Young-Jun
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.147-148
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    • 2011
  • 최근 지구 온난화 등의 환경문제와 $CO_2$ 배출량 규제 강화, 화석 연료 고갈 및 고유가 등의 사회적 문제에 대한 해결 방안으로서 전기자동차의 개발과 보급이 활발하다. 2009년 7월 제주시 구좌읍에 Smart Grid(스마트 그리드) 실증 단지가 구축되면서 친환경 전기자동차 및 우전 인프라 실증이 더욱 가속화 되고 있다. 우리나라를 비롯하여 세계 각국의 자동차 연비 및 배기 가스 규제가 강화될 수록 전기자동차 기술과 관련한 Smart Transportation 기술의 상용화는 더욱더 빨라질 것이며, 이에 따라 전기자동차의 보급과 개발이 확산되고, 이를 지능적으로 관리 및 운영하는 충전인프라 기술이 요구될 것이다. 본고에서는 이러한 전기자동차 충전을 위한 운영시스템 설계에 대하여 충전운영시스템 구성과 기능 및 아키텍쳐 설계에 관하여 기술한다.

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Theoretical analyses for a 2-2 cement-based piezoelectric curved composite with electrode layers

  • Zhang, Taotao
    • Smart Structures and Systems
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    • v.14 no.5
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    • pp.961-980
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    • 2014
  • Based on the general theory of elasticity, the static behavior of 2-2 cement-based piezoelectric curved composites is investigated. The actuator consists of 2 cement layers and 1 piezoelectric layer. Considering the electrode layer between the cement layer and the piezoelectric layer as the elastic layer, the exact solutions of the mechanical and electrical fields of the curved composites are obtained by utilizing the Airy stress function method. Furthermore, the theoretical results are compared with the FEM results and good agreements (with almost no error) are obtained, thus proving the validity of this study. Furthermore, the influence of certain parameters is discussed, which can help to get the desired displacements and stresses. Finally, it is seen that the analytical model established in this paper works well, which could benefit the design of this kind of cement-based smart devices.

A Decision Support Methodology for Remediation Planning of Concrete Bridges

  • Rashidi, Maria;Lemass, Brett
    • Journal of Construction Engineering and Project Management
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    • v.1 no.2
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    • pp.1-10
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    • 2011
  • Bridges are critical and valuable components in any road and rail transportation network. Therefore bridge remediation has always been a top priority for asset managers and engineers, but identifying the nature of true defect deterioration and associated remediation treatments remains a complex task. Nowadays Decision Support Systems (DSS) are widely used to assist decision makers across an extensive spectrum of unstructured decision environments. The main objective of this research is to develop a requirements-driven methodology for bridge monitoring and maintenance which has the ability to assess the bridge condition and find the best remediation treatments using Simple Multi Attribute Rating Technique (SMART); with the aim of maintaining a bridge within acceptable limits of safety, serviceability and sustainability.

A RF-ID System for Movement Data Collection under Drive (주행 중인 차량 운행 data 수집을 위한 RF-ID System)

  • Kim, Yong-Sang;Kim, Sang-Wook;Kim, Yang-Mo
    • Proceedings of the KIEE Conference
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    • 2004.04a
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    • pp.217-219
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    • 2004
  • In recent years, the smart card is wifely applied for wireless communication, tracking, transportation logistics, diagnostic monitoring, access control and security. RF-ID system is universally applicable. Passive RF-ID system consists from reader and passive tag. The reader transmits energy and simple information to a tag by wireless and the power from the reader is transformed for controller, FRAM and Bluetooth module. in this paper, an analysis and design of smart card for the transmission of the car movement data is presented.

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