• Title/Summary/Keyword: transport network

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Cast-Shadow Elimination of Vehicle Objects Using Backpropagation Neural Network (신경망을 이용한 차량 객체의 그림자 제거)

  • Jeong, Sung-Hwan;Lee, Jun-Whoan
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.1
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    • pp.32-41
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    • 2008
  • The moving object tracking in vision based observation using video uses difference method between GMM(Gaussian Mixture Model) based background and present image. In the case of racking object using binary image made by threshold, the object is merged not by object information but by Cast-Shadow. This paper proposed the method that eliminates Cast-Shadow using backpropagation Neural Network. The neural network is trained by abstracting feature value form training image of object range in 10-movies and Cast-Shadow range. The method eliminating Cast-Shadow is based on the method distinguishing shadow from binary image, its Performance is better(16.2%, 38.2%, 28.1%, 22.3%, 44.4%) than existing Cast-Shadow elimination algorithm(SNP, SP, DNM1, DNM2, CNCC).

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A implement of vehicle Blackbox system with OBD and MOST network (OBD와 MOST 네트워크를 이용한 차량용 블랙박스 시스템 설계)

  • Baek, Sung-Hyun;Jang, Jong-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.10a
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    • pp.66-69
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    • 2010
  • Lately, vehicle combined vehicle and IT(Information Technology) for vehicle's safety and convenience. so, vehicles is equipped with many ECU(Electronic control unit). the ECU's transmit data about each electronic control unit with OBD(On-Board Diagnostics) Network and data about each multimedia with MOST(Media Oriented System Transport) Network. In this paper, Supplementing disadvantage of existing blackbox, Using MOST of in-vehicle multimedia network and OBD-II of in-vehicle control network, blackbox system obtain the vehicle's driving state data. so, blackbox system judge vehicle's driving state and provide vehicle's driving state information to driver. Blackbox system implement the features mentioned above. as a result, blackbox is going to be more accurate blackbox system.

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Implementation of Image Transmission System in Ad-Hoc Network Using AODV Routing Protocol (Ad hoc 네트워크에서 AODV 라우팅 프로토콜을 이용한 영상 전송 시스템 구현)

  • Lee, Sung-Hun;Lee, Hyung-Keun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.6
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    • pp.92-100
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    • 2008
  • Ad-hoc network is a collection of wireless mobile hosts forming a temporary network without the aid of any centralized administration or reliable support services such as wired network and base stations. Recently, Ad-hoc networks are evolving to support multimedia contents according to expansion of ad hoc multi-hop communication system. Wireless ad-hoc network is different from the conventional wired network by frequent changes in network topology, number of routers and resources, there are a number of problems in applying conventional routing protocol to ad-hoc network. The AODV routing protocol is proposed for mobile node in ad-hoc networks. AODV protocol that provides to guarantee QoS for data transmission in ad hoc networks that link break frequently occurs. In this paper, AODV routing protocol based NDIS(Network Driver Interface Specification) is implemented. We design high performance image transmission that can operate with software(AODV) for ad-hoc networks without degradation. and verify operation of AODV routing protocol on the test bed.

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A Study on Network System Design for the Support of Multi-Passengers' Multimedia Service Based on HMI (Human Machine Interface) (다인승 차량용 멀티미디어 서비스 지원을 위한 HMI기반 네트워크 시스템 설계에 관한 연구)

  • Lee, Sang-yub;Lee, Jae-kyu;Cho, Hyun-joong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.4
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    • pp.899-903
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    • 2017
  • In this paper, it is shown the in-vehicle network architecture and implementation for multimedia service which supports Human machine interface of multi-passengers. For multi-passengers' vehicle, it has to be considered the factor of network traffic, simultaneously data transferring to multi users and accessibility to use variety of media contents for passengers compared to conventional in-vehicle network architecture system Therefore, it is proposed the change of network architecture compared with general MOST network, implementation of designed software module which can be interoperable between ethernet and MOST network and accessible interface that passenger can be plugged into MOST network platform using their device based on ethernet network system.

Development Scheme of Transport Infrastructure in Poland as the European Union Member by Public Private Partnership

  • Stanislaw Barbuzynski;Kim Soo-Yong;Lee Young-Dai
    • Korean Journal of Construction Engineering and Management
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    • v.5 no.3 s.19
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    • pp.120-127
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    • 2004
  • In May 2004, Poland with nine other Eastern European countries joined the European Union(EU). After accession to the EU, Poland will accelerate the realization of investment in road sector, and wants to achieve important development of its road network condition in year 2005. Polish government is not able to afford the whole investment needed for construction of its motorways, so it wants to develop effective techniques of project funding based on the Public Private Partnerships(PPP). Without having high-performance transport networks, one country's economy cannot be competitive. It was the reason for establishing the Trans European Network(TEN) in the European Union. It creates the links, which are still missing between the fifteen countries of Western Europe and the new member countries like Poland. Consequently, Poland will also need to establish a proper transport infrastructure network. This paper will discuss how the PPP scheme can be applied for the transport infrastructure development in Poland as a EU member.

Estimation of the VKT(vehicle kilometers traveled) in Urban Areas using Regression Kriging (회귀크리깅 기법을 이용한 도시부 차량주행거리 산정)

  • Kim, Hyunseung;Park, Dongjoo;Hong, Dahee;Heo, Taeyoung;Lee, Chulgee;Seo, Tae-Gyo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.16 no.4
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    • pp.132-152
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    • 2017
  • Network performance measure has been more and more important in transportation sector because traffic congestion has been steadily increasing in urban area. VKT is defined a sum of traveled distances of whole vehicles on the road network and one of the most important measure of effectiveness (MOE) for network performance measure. This paper aims to propose a methodology for estimating VKT and to apply it to calculate VKT in 6 major cities in Korea. We calculate VKT in 6 major cities by estimating traffic volumes on the uncollected road sections using regression kriging. It is expected that the proposed methodology can be applied various cities.

Fluid Flow and Solute Transport in a Discrete Fracture Network Model with Nonlinear Hydromechanical Effect (비선형 hydromechanic 효과를 고려한 이산 균열망 모형에서의 유체흐름과 오염물질 이송에 관한 수치모의 실험)

  • Jeong, U-Chang
    • Journal of Korea Water Resources Association
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    • v.31 no.3
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    • pp.347-360
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    • 1998
  • Numerical simulations for fluid flow and solute transport in a fracture rock masses are performed by using a transient flow model, which is based on the three-dimensional stochastic and discrete fracture network model (DFN model) and is coupled hydraulic model with mechanical model. In the numerical simulations of the solute transport, we used to the particle following algorithm which is similar to an advective biased random walk. The purpose of this study is to predict the response of the tracer test between two deep bore holes (GPK1 and GPK2) implanted at Soultz sous Foret in France, in the context of the geothermal researches.l The data sets used are obtained from in situcirculating experiments during 1995. As the result of the transport simulation, the mean transit time for the non reactive particles is about 5 days between two bore holes.

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An Optimal Route Algorithm for Automated Vehicle in Monitoring Road Infrastructure (도로 인프라 모니터링을 위한 자율주행 차량 최적경로 알고리즘)

  • Kyuok Kim;SunA Cho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.22 no.1
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    • pp.265-275
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    • 2023
  • The purpose of this paper is to devise an optimal route allocation algorithm for automated vehicle(AV) in monitoring quality of road infrastructure to support the road safety. The tasks of an AV in this paper include visiting node-links at least once during its operation and checking status of road infrastructure, and coming back to its depot.. In selecting optimal route, its priority goal is visiting the node-links with higher risks while reducing costs caused by operation. To deal with the problem, authors devised reward maximizing algorithm for AVs. To check its validity, the authors developed simple toy network that mimic node-link networks and assigned costs and rewards for each node-link. With the toy network, the reward maximizing algorithm worked well as it visited the node-link with higher risks earlier then chinese postman route algorithm (Eiselt, Gendreau, Laporte, 1995). For further research, the reward maximizing algorithm should be tested its validity in a more complex network that mimic the real-life.

A study on the technological trend of the DWDM system and development plan for Optical Network (DWDM 시스템동향 및 광네트워크 발전방향)

  • 이성원
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2001.10a
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    • pp.354-357
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    • 2001
  • Optical transport has been sucessfully developed as a fast information transfer since 1970s, and a WDM system, based on the wavelength division multiplexing technique, was implemented to the backbone network. The WDM technique is able to improve its data traffic by utilizing its optical fiber efficiently, and is suitable for an easy network operation and management. Therefore, trend for DWDM, which is known to be one of DWM system being currently used, and the direction for optical network development will be investigated in this study.

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Studying on Mobile backhaul Based on FTTH network (FTTH 인프라를 이용한 이동통신 기지국 백홀 제공방안 연구)

  • Kim, Geun-Young;Kim, Jin-Hee;Woo, Kyung-Il
    • 한국정보통신설비학회:학술대회논문집
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    • 2009.08a
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    • pp.78-80
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    • 2009
  • In this paper, we have described the advantages of fixed mobile convergence access network based on FTTH. Also, we have investigated the possibility of mobile backhaul based on FTTH network combined TOM over IP emulation and adaptive clock recovery technologies, and verified successful transport of both E1 TDM traffic and Clock through the packet based PON network. within the allowable tolerance.

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