• Title/Summary/Keyword: Real time Traffic Information

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Modeling and Control of Intersection Network using Real-Time Fuzzy Temporal Logic Framework (실시간 퍼지 시간논리구조를 이용한 교차로 네트워크의 모델링과 제어)

  • Kim, Jung-Chul;Lee, Won-Hyok;Kim, Jin-Kwon
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.4
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    • pp.352-357
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    • 2007
  • This paper deals with modeling method and application of Fuzzy Discrete Event System(FDES). FDES have characteristics which Crisp Discrete Event System(CDES) can't deals with and is constituted with the events that is determined by vague and uncertain judgement like biomedical or traffic control. We proposed Real-time Fuzzy Temporal Logic Framework(RFTLF) to model Fuzzy Discrete Event System. It combines Temporal Logic Framework with Fuzzy Theory. We represented the model of traffic signal systems for intersection to have the property of Fuzzy Discrete Event System with Real-time Fuzzy Temporal Logic Framework and designed a traffic signal controller for smooth traffic flow. Moreover, we proposed the method to find the minimum-time route to reach the desired destination with information obtained in each intersection. In order to evaluate the performance of Real-time Fuzzy Temporal Logic Framework model proposed in this paper, we simulated unit-time extension traffic signal controller model of the latest signal control method on the same condition.

A study on building the platform and development of algorithm for collecting real-time traffic data (실시간 교통정보 수집을 위한 알고리즘 개발 및 플랫폼 구축에 관한 연구)

  • Kim, Dong-Min;Jeong, Young-Mu;Min, Soo-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.05a
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    • pp.535-538
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    • 2012
  • Recently active research for ITS(Intelligent Transportation System) helps to build for next generation traffic information system at information society. Build the system for sensing a vehicle speed and traffic information on the road. Provide collected data to driver, flow of overall traffic impacts have a good influence. In this study, research for building the platform and development algorithm that provided from other source processing real-time traffic data provides a more reliable real-time traffic data.

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HSR Traffic Reduction Algorithms for Real-time Mission-critical Military Applications

  • Nguyen, Xuan Tien;Rhee, Jong Myung
    • Information and Communications Magazine
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    • v.32 no.10
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    • pp.31-40
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    • 2015
  • This paper investigates several existing techniques to reduce high-availability seamless redundancy (HSR) traffic. HSR is a redundancy protocol for Ethernet networks that provides duplicated frames for separate physical paths with zero recovery time. This feature makes it very useful for real-time and mission-critical applications, such as military applications and substation automation systems. However, the major drawback of HSR is that it generates too much unnecessary redundant traffic in HSR networks. This drawback degrades network performance and may cause congestion and delay. Several HSR traffic reduction techniques have been proposed to reduce the redundant traffic in HSR networks, resulting in the improvement of network performance. In this paper, we provide an overview of these HSR traffic reduction techniques in the literature. The operational principles, advantages, and disadvantages of these techniques are investigated and summarized. We also provide a traffic performance comparison of these HSR traffic reduction techniques.

Fusion Strategy on Heterogeneous Information Sources for Improving the Accuracy of Real-Time Traffic Information (실시간 교통정보 정확도 향상을 위한 이질적 교통정보 융합 연구)

  • Kim, Jong-Jin;Chung, Younshik
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.42 no.1
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    • pp.67-74
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    • 2022
  • In recent, the number of real-time traffic information sources and providers has increased as increasing smartphone users and intelligent transportation system facilities installed at roadways including vehicle detection system (VDS), dedicated short-ranged communications (DSRC), and global positioning system (GPS) probe vehicle. The accuracy of such traffic information would vary with these heterogeneous information sources or spatiotemporal traffic conditions. Therefore, the purpose of this study is to propose an empirical strategy of heterogeneous information fusion to improve the accuracy of real-time traffic information. To carry out this purpose, travel speed data collection based on the floating car technique was conducted on 227 freeway links (or 892.2 km long) and 2,074 national highway links (or 937.0 km long). The average travel speed for 5 probe vehicles on a specific time period and a link was used as a ground truth measure to evaluate the accuracy of real-time heterogeneous traffic information for that time period and that link. From the statistical tests, it was found that the proposed fusion strategy improves the accuracy of real-time traffic information.

RTP based Multicast Transmission Technique of Video Stream for Real-Time Multimedia Transmission (실시간 멀티미디어 전송을 위한 RTP 기반 비디오 스트림의 멀티캐스트 전송 기법)

  • 정규수;양종운;나인호
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.6
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    • pp.1104-1109
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    • 2001
  • In this paper, we describe a method for real-time transmitting video streams based on RTP. In order to guarantee synchronous video streams, we propose a method to grasp network situations by analyzing end-to-end network traffic. In addition, we present an algorithm for satisfying QoS requirements of real-time multimedia transmission and maintaining continuity of transmission. It describes a buffering method for overcoming bandwidth limitations and an analyzing method based on RTCP for grasping network traffic situation to resolve the problem of real-time transmission of video streams.

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High Performance QoS Traffic Transmission Scheme for Real-Time Multimedia Services in Wireless Networks

  • Kang, Moonsik
    • IEIE Transactions on Smart Processing and Computing
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    • v.1 no.3
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    • pp.182-191
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    • 2012
  • This paper proposes a high performance QoS (Quality of Service) traffic transmission scheme to provide real-time multimedia services in wireless networks. This scheme is based on both a traffic estimation of the mean rate and a header compression method by dividing this network model into two parts, core RTP/UDP/IP network and wireless access parts, using the IEEE 802.11 WLAN. The improvement achieved by the scheme means that it can be designed to include a means of provisioning the high performance QoS strategy according to the requirements of each particular traffic flow by adapting the header compression for real-time multimedia data. A performance evaluation was carried out to show the effectiveness of the proposed traffic transmission scheme.

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Real-Time Traffic Connection Admission Control of Queue Service Discipline (큐 서비스 방식에서 실시간 트래픽 연결 수락 제어)

  • 나하선;나상동
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.5C
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    • pp.445-453
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    • 2002
  • We propose a cell-multiplexing scheme for the real-time communication service in ATM network and a new service discipline guarantee end-to-end delay based on pseudo-isochronous cell switching. The proposed scheme consists of two level frame hierarchy, upper and lower frame, which is used to assign the bandwidth and to guarantee the requested delay bound, respectively. Since the proposed algorithm employs two level frame hierarchy, it can overcome the coupling problem which is inherent to the framing strategy. The proposed scheme consists of two components, traffic controller and scheduller, as the imput traffic description model and regulates the input traffic specification. The function of the traffic controller is to shape real-time traffic to have the same input pattern at every switch along the path. The end-to-end delay is bounded by the scheduller which can limit the delay variation without using per-session jitter controllers, and therefore it can decrease the required buffer size. The proposed algorithm can support the QoS's of non-real time traffic as well as those of real time traffic

Road Traffic Control Gesture Recognition using Depth Images

  • Le, Quoc Khanh;Pham, Chinh Huu;Le, Thanh Ha
    • IEIE Transactions on Smart Processing and Computing
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    • v.1 no.1
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    • pp.1-7
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    • 2012
  • This paper presents a system used to automatically recognize the road traffic control gestures of police officers. In this approach,the control gestures of traffic police officers are captured in the form of depth images.A human skeleton is then constructed using a kinematic model. The feature vector describing a traffic control gesture is built from the relative angles found amongst the joints of the constructed human skeleton. We utilize Support Vector Machines (SVMs) to perform the gesture recognition. Experiments show that our proposed method is robust and efficient and is suitable for real-time application. We also present a testbed system based on the SVMs trained data for real-time traffic gesture recognition.

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Performance Analysis of a Dynamic Bandwidth Allocation Scheme for improving the delay of the real time traffic in an EPON (EPON에서 실시간 트래픽의 지연성능 향상을 위한 동적 대역할당방안의 성능분석)

  • Park, Chul-Geun;Lee, Yu-Tae;Chung, Hae;You, Geon-Il;Kim, Jong-An
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.11B
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    • pp.1023-1030
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    • 2003
  • In this paper, we deal with an effective dynamic bandwidth allocation(DBA) scheme in order to support the qualify of services (QoS) in the customer access network which supports various applications with own service requirements. we discuss the DBA scheme for upstream traffic in the EPON which support both the delay sensitive traffic such as voice and real-time video and non-real time traffic such as data and BE. We propose the new DBA scheme which guarantee the delay performance of the real time traffic and utilize the upstream bandwidth effectively in the limited resource environment. We analize the delay performance of the proposed scheme by simulation.

Study on Call Admission Control in ATM Networks Using a Hybrid Neural Network. (하이브리드형 신경망을 이용한 ATM망에서의 호 수락제어에 관한 연구)

  • 김성진;서현승;백종일;김영철
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.94-97
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    • 1999
  • In this paper, a new real-time neural network connection admission controller is proposed. The proposed controller measures traffic flows, cell loss rate and cell delay periodically each classes. The Neural network learns the relation between those measured information and service quality by real-time. Also the proposed controller uses the DWRR multiplexer with buffer dedicated to every traffic source in order to measure the delay that cells experience in buffer. Experimental result shows that the proposed method can control effectively heterogeneous traffic sources with diverse QoS requirement.

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