• Title/Summary/Keyword: real-time traffic

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Estimation of Total Travel Time for a Year on National Highway Link with AADT (연평균 일일교통량을 이용한 일반국도구간 연간 총통행시간 추정 방법 개발)

  • Kim, Jeong Hyun;Suh, Sunduck;Kim, Taehee
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.1D
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    • pp.11-16
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    • 2009
  • The estimation of total travel time on highway link for a day or year is the most important process for the feasibility analysis of highway or railway. Most of current guidelines for feasibility studies have been based on the time-traffic volume relationship from the BPR, and the traffic volumes have been determined by the application of the design hour factor to the annual average daily traffic volume. Both of the BPR function and the application of the design hour volume may result in the over-estimation of travel time due to the fact that the traffic volume on the large portion of highway links in Korea are close to the capacities. This study proposed a new way which is based on the distribution of hourly volumes for a year. It could be closer to the real situation, and provide more reasonable estimation. This methodology was validated for the national highways, but may be applicable for any type of highway with the AADT.

Priority-Based Network Interrupt Scheduling for Predictable Real-Time Support

  • Lee, Minsub;Kim, Hyosu;Shin, Insik
    • Journal of Computing Science and Engineering
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    • v.9 no.2
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    • pp.108-117
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    • 2015
  • Interrupt handling is generally separated from process scheduling. This can lead to a scheduling anomaly and priority inversion. The processor can interrupt a higher priority process that is currently executing, in order to handle a network packet reception interruption on behalf of its intended lower priority receiver process. We propose a new network interrupt handling scheme that combines interrupt handling with process scheduling and the priority of the process. The proposed scheme employs techniques to identify the intended receiver process of an incoming packet at an earlier phase. We implement a prototype system of the proposed scheme on Linux 2.6, and our experiment results show that the prototype system supports the predictable real-time behavior of higher priority processes even when excessive traffic is sent to lower priority processes.

Real time geographic routing in sensor networks (센서 네트워크의 실시간 지리 정보 라우팅)

  • Trang, Cao Minh;Kong, Hyung-Yun;Hwang, Yun-Kyeong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2007.05a
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    • pp.1195-1198
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    • 2007
  • In this paper we study the problem of real time support in wireless sensor networks and propose a Real time Geographic Routing Protocol (ReGeo) which routes a packet towards the destination based on a compromise between distance and queue count to reduce traffic concentration wherever it has been determined to be too high and uses Gradient Table to store the route satisfying the delay constraints. We describe our prototype implementation of ReGeo Routing in TOSSIM - a TinyOS mote simulator. The simulation results show that the proposed routing protocol not only increases the packet delivery ratio but also keeps overall End to End Delay under a bounded value.

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The Study of the Performance Improvement of UDP Packet Loss affected by TCP Flows (TCP Flows의 영향하에서 UDP 패킷손실을 줄이는 방법에 관한 연구)

  • 조기영;문호림;김서균;남지승
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.1061-1064
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    • 1999
  • UDP has likely been used for real-time applications, such as video and audio. UDP supplies minimized transmission delay by omitting the connection setup process, flow control, and retransmission In general, more than 80 percent of the WAN resources are occupied by Transmission Control Protocol(TCP) traffic as opposed to UDP's simplicity, TCP adopts a unique flow control in this paper, I report new methods to minimize a udp packet loss considering TCP flow control on the real-time application the better performance of real time application can be obtained when they reduce a packet size and FIFO buffer scheduling method competing with TCP bandwidth for the bandwidth and buffering.

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A Real-Time Loading Strategy of Batch Processing Machines for Average Tardiness Minimization (평균납기지연 최소화를 위한 배치생산공정의 실시간 로딩전략)

  • Koo, Pyung-Hoi
    • Journal of Korean Institute of Industrial Engineers
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    • v.40 no.2
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    • pp.215-222
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    • 2014
  • This paper provides a real-time loading strategy for batch processing machines in which a number of jobs are simultaneously processed as a batch. The batch processing machines can be seen in both manufacturing industries (e.g., semiconductor, automobile and metal working) and service industries (transportation vehicles, mail shipment and theme park). This paper focuses on batch processing machines in semiconductor manufacturing. We present a look-ahead loading strategy for tardiness minimization where future arrivals and due dates are taken into consideration. Simulation tests are performed on the presented strategy and some existing loading heuristics under various production settings with different traffic intensities and forecasting errors. Experimental results show that our strategy provides the performance of good quality.

Design of a machine learning based mobile application with GPS, mobile sensors, public GIS: real time prediction on personal daily routes

  • Shin, Hyunkyung
    • International journal of advanced smart convergence
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    • v.7 no.4
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    • pp.27-39
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    • 2018
  • Since the global positioning system (GPS) has been included in mobile devices (e.g., for car navigation, in smartphones, and in smart watches), the impact of personal GPS log data on daily life has been unprecedented. For example, such log data have been used to solve public problems, such as mass transit traffic patterns, finding optimum travelers' routes, and determining prospective business zones. However, a real-time analysis technique for GPS log data has been unattainable due to theoretical limitations. We introduced a machine learning model in order to resolve the limitation. In this paper presents a new, three-stage real-time prediction model for a person's daily route activity. In the first stage, a machine learning-based clustering algorithm is adopted for place detection. The training data set was a personal GPS tracking history. In the second stage, prediction of a new person's transient mode is studied. In the third stage, to represent the person's activity on those daily routes, inference rules are applied.

Harmful Traffic Detection by Web Traffic Analysis (웹 트래픽 분석을 통한 유해 트래픽 탐지)

  • Shin, Hyun-Jun;Choi, Il-Jun;Chu, Byoung-Gyun;Oh, Chang-Suk
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.2 s.46
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    • pp.221-229
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    • 2007
  • Security of the port TCP/80 has been demanded by reason that the others besides web services have been rapidly increasing use of the port. Existing traffic analysis approaches can't distinguish web services traffic from application services when traffic passes though the port. monitoring method based on protocol and port analysis were weak in analyzing harmful traffic using the web port on account of being unable to distinguish payload. In this paper, we propose a method of detecting harmful traffic by web traffic analysis. To begin, traffic Capture by real time and classify by web traffic. Classed web traffic sorts each application service details and apply weight and detect harmful traffic. Finally, method propose and implement through coding. Therefore have a purpose of these paper to classify existing traffic analysis approaches was difficult web traffic classified normal traffic and harmful traffic and improved performance.

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Vessel Traffic Safety Assessment for the Construction of the Mokpo Bridge (목표 연육교 건설에 따른 선박 통항 안전성 평가)

  • 양찬수;공인영
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2004.04a
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    • pp.209-216
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    • 2004
  • In A bridge which connects Mokpo North Harbor and Com Island is going to be constructed until 2009. For the bridges being built in the navigable water area, it is indispensible to carry out vessel traffic safety assessment from the viewpoint of shiphandlers, however, there exist no specific guidelines for the necessary conditions whim the bridge designers can rely on. In this paper, traffic safety assessment procedures for the layout of the bridge is briefly introduced, and the conditions whim should be taken into account at the initial design stage of the bridge is surveyed. For the safety assessment of the bridge design, ship navigation simulations, such as RTS(real time simulation} and FTS(fast time simulation), are carried out, the results of which are statistically analysed to estimate the probability of collision between the ship and the pier of the bridge.

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Development of the Traffic Actuation Signal Control System Based on Fuzzy Logic on an Arterial Street (Fuzzy Logic을 적용한 간선도로 상의 교통감응 신호제어)

  • 진선미;김성호;도철웅
    • Journal of Korean Society of Transportation
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    • v.21 no.3
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    • pp.71-83
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    • 2003
  • An arterial street control is performed for the purpose of the progression of a traffic flow using the arterial. However during the progression in the arterial, the change according to the time is one of the most representative problems occurring at a signal plan. This paper intends to efficiently operate the arterial progression by applying fuzzy logic, which is thought to be the most possible one in the inference as that of the human logic, to the traffic responsive control system. Fuzzy Logic controller is appliable to the daily human language (linguistic). can be dealt with the uncertain traffic data and is useful on planning the signal control to sensitively confront the randomly changing traffic condition. This study, based on the signal control part of the isolated intersection in "A Development of a Real-time, Traffic Adaptive Control Scheme Through VIDs"(Seong Ho. Kim. 1996). suggested the strategy for the progression control in the arterial and analyzed its effect by comparing the effect of the existing control method. In addition, the study compared each effect by using TRAF-NETSIM which is the traffic simulation software to analyze each control method.

A Study on Traffic Situation Recognition System Based on Group Type Zigbee Mesh Network (그룹형 Zigbee Mesh 네트워크 기반 교통상황인지 시스템에 관한 연구)

  • Lim, Ji-Yong;Oh, Am-Suk
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.12
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    • pp.1723-1728
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    • 2021
  • C-ITS is an intelligent transportation system that can improve transportation convenience and traffic safety by collecting, managing, and providing traffic information between components such as vehicles, road infrastructure, drivers, and pedestrians. In Korea, road infrastructure is being built across the country through the C-ITS project, and various services such as real-time traffic information provision and bus operation management are provided. However, the current state-of-the-art road infrastructure and information linkage system are insufficient to build C-ITS. In this paper, considering the continuity of time in various spatial aspects, we proposed a group-type network-based traffic situation recognition system that can recognize traffic flows and unexpected accidents through information linkage between traffic infrastructures. It is expected that the proposed system can primarily respond to accident detection and warning in the field, and can be utilized as more diverse traffic information services through information linkage with other systems.