• Title/Summary/Keyword: traffic modeling and simulation

Search Result 147, Processing Time 0.025 seconds

Development of a material handling automation simulation using a virtual AGV (가상 AGV를 이용한 물류자동화 시뮬레이션 개발)

  • Ro, Young-Shick;Kang, Hee-Jun;Suh, Young-Soo
    • Proceedings of the KIEE Conference
    • /
    • 2006.10c
    • /
    • pp.563-566
    • /
    • 2006
  • In this paper, we studied about AGVs modeling and material handling automation simulation using a virtual AGV. The proposed virtual AGV model that operates independently each other is based on a real AGV. Continuous straight-line and workstation model using vector drawing method that could easily, rapidly work system modeling are suggested. Centralized traffic control, which could collision avoidance in intersection and should not stop AGV as possible, and algorithm for detour routing which performs when another AGV is working in pre-routed path are proposed. The traffic control and the algorithm have been proved efficiently by simulation.

  • PDF

A Study on the Efficient Design of WDM Network and Shortest Path Routing Scheme (WDM 네트워크의 효율적인 설계와 최단경로 라우팅 방안에 관한 연구)

  • 오호일;김장복
    • Proceedings of the IEEK Conference
    • /
    • 2001.06a
    • /
    • pp.349-352
    • /
    • 2001
  • In this paper, the design of WDM network using the traffic estimation modeling is implemented. Because of the lack of data of real traffic volumes, the information of statistic data is used. Using the modeling results, the WDM channels are assinged for each node, and the network is simulated using OPNET simulation tools. Here, we investigate the shortest routing scheme using OPNET simulation tools. As a result the realistic WDM network design for Korea topology is proposed.

  • PDF

Development of the Simulation Tool for The Modeling and Traffic Control of a AGV System (AGV 시스템의 모델링 및 교통제어를 위한 Simulation Tool 개발)

  • Hong, Hyun-Ju;Ro, Young-Shick;Kang, Hee-Jun;Suh, Young-Soo;Kim, Tai-Hoo
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.14 no.4
    • /
    • pp.499-505
    • /
    • 2004
  • In this paper, we studied about AGVs modeling and material handling automation simulation using a virtual AGV. The proposed virtual AGV model that operates independently each other is based on a real AGV. Continuous straight-line and workstation model using vector drawing method that could easily, rapidly work system modeling are suggested. Centralized traffic control, which could collision avoidance in intersection and should not stop AGV as possible, and algorithm for detour routing which performs when another AGV is working in pre-routed path are proposed. The traffic control and the algorithm have been proved efficience by simulation.

A Wavelet Approach to Broadcast Video Traffic Modeling (Wavelet 변환을 이용한 영상 트래픽 모델링)

  • 정수환;배명진;박성준
    • The Journal of the Acoustical Society of Korea
    • /
    • v.18 no.1
    • /
    • pp.72-77
    • /
    • 1999
  • In this paper, we propose a wavelet VQ approach to modeling VBR broadcast video traffic. The proposed method decomposes video traffic into two parts via wavelet transformation, and models each part separately. The first part, which is modeled by an AR(1) process, serves to capture the long-term trend of the traffic; the second part, classified via vector quantization, addresses the short-term behavior of the traffic. Compared with other VBR video models, our model has three advantages. First, it allows the separate modeling of long- and short-term behavior of the video traffic; second, it preserves the periodic coding structure in traffic data; and third, it provides an unified approach for the frameand slice-level traffic modeling. We demonstrate the validity of our model by statistical measurements and network performance simulation.

  • PDF

A dynamic connection admission control algorithm using variable-sized moving window in ATM networks (가변 크기 Moving Window를 적용한 ATM 망에서의 동적 호 접속 제어 연구)

  • 이수경;송주석
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.22 no.3
    • /
    • pp.593-603
    • /
    • 1997
  • Connection admission decision in ATM networks requires decision made in real time using fast algorithm. It is difficult to construct a model of the multiplexed traffic and thus, approximation of the traffic load is necessary. In this paper, we propose a measurement-based dynamic CAC(Connection admission Control) in ATM(Asynchronous Transfer Mode) networks, which observes current traffic by the moving window and set the window size to the value which is computed from the measured cell loss amount. It is based on the measurements of the traffic load over an admission period that is load enough to reflect the current traffic behavior instead of analytic modeling. And, the dynamic reallocation of bandwidth for each class leads to effective bandwidth utilization. The performance of proposed method is analyzed through computer simulation. The performance of proposed method is analyzed by using SIMAN simulation package and FORTRAN language. As can be seen in the simulation result, cell loss performance and bandwidth utilization have been increased.

  • PDF

Human Driving Data Based Simulation Tool to Develop and Evaluate Automated Driving Systems' Lane Change Algorithm in Urban Congested Traffic (도심 정체 상황에서의 자율주행 차선 변경 알고리즘 개발 및 평가를 위한 실도로 데이터 기반 시뮬레이션 환경 개발)

  • Dabin Seo;Heungseok Chae;Kyongsu Yi
    • Journal of Auto-vehicle Safety Association
    • /
    • v.15 no.2
    • /
    • pp.21-27
    • /
    • 2023
  • This paper presents a simulation tool for developing and evaluating automated driving systems' lane change algorithm in urban congested traffic. The behavior of surrounding vehicles was modeled based on driver driving data measured in urban congested traffic. Surrounding vehicles are divided into aggressive vehicles and non-aggressive vehicles. The degree of aggressiveness is determined according to the lateral position to initiate interaction with the vehicle in the next lane. In addition, the desired velocity and desired time gap of each vehicle are all randomly assigned. The simulation was conducted by reflecting the cognitive limitations and control performance of the autonomous vehicle. It was possible to confirm the change in the lane change performance according to the variation of the lane change decision algorithm.

Traffic Modeling and Performance Analysis of Mobile Multimedia Data Services (이동통신 멀티미디어 데이터서비스의 트래픽 특성 모델링 및 성능분석)

  • 정용주;백천현;김후곤;최택진;양원석;황흥석
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • v.28 no.2
    • /
    • pp.139-155
    • /
    • 2003
  • The aim of this study is to identify the data traffic capacity of 3G mobile communication networks, especially of cdma2000-1X networks. Three-layered ON/OFF traffic model is used to describe the dynamics of data traffics and the process of data transmission such as packet scheduling. We construct a simulator fully incorporating packet handling process of cdma2000-lX data network as well as three-layered ON/OFF traffic model describing the behavior of source data traffics. To get influence of traffic parameters on performance measures, the extensive simulations were performed for several data sets which are obtained from real trace data or previous studies. The experimental results show that the engineered throughput satisfying QoS criteria is approximately 25% of total capacity. Finally, some proposals to improve the system capacity are followed.

Traffic Analysis and Modeling for Network Games (네트워크 게임 트래픽 분석 및 모델링)

  • Park Hyo-Joo;Kim Tae-Yong
    • Journal of Korea Multimedia Society
    • /
    • v.9 no.5
    • /
    • pp.635-648
    • /
    • 2006
  • As the advances of Internet infra structure and the support of console and mobile for network games, the industry of online game has been growing rapidly, and the online game traffic in the Internet has been increasing steadily. For design and simulation of game network, the analysis of online game traffic have to be preceded. Therefore a number of papers have been proposed for the purpose of analyzing the traffic data of network games and providing the models. We make and use GameNet Analyzer as a dedicated tool for game traffic measurement and analysis in this paper. We measure the traffic of FPS Quake 3, RTS Starcraft and MMORPG World of Warcraft (WoW), and analyze the packet size, packet IAT(inter-arrival time), data rate and packet rate according to the number of players and in-game behaviors. We also present the traffic models using measured traffic data. These analysis and models of game traffic can be used for effective network simulation, performance evaluation of game network and the design of online games.

  • PDF

Development and Test of a Macro Traffic Simulation Model for Urban Traffic Management (도시 간선도로 교통류관리를 위한 교통모형의 개발 및 검증)

  • 이인원
    • Journal of Korean Society of Transportation
    • /
    • v.13 no.4
    • /
    • pp.79-103
    • /
    • 1995
  • The elasticity of a model is considered most important. Without showing the proper elasticity any model cannot provide useful information for decision making. This paper demonstrates a macro model which can generate dynamic transport informations every 15 minutes. Without the Wardrop principles and the monotonicity assumptions for the link travel time and link volume relationship, the basic elements of this new modeling approache are composed of link density simulation, stochastic incremental route choice, departure time choice, destination choice and mode choice. The elasticity of the proposed model is examined based on elasticity equations and simulation results. Also the transferability from a mega city like Seoul to a big city like Daejon is demonstrated for the choice model. The issues centering around the dynamic relations among density(k), speed(u), and flow rate(v) are also discussed for the modeling of highly congested situations.

  • PDF

Object-oriented Modeling for Broadband Network Simulation (광대역 통신망 시뮬레이션을 위한 객체지향 모델링)

  • 이영옥
    • Journal of the Korea Society for Simulation
    • /
    • v.3 no.1
    • /
    • pp.151-165
    • /
    • 1994
  • Broadband network based on the Asynchronous Transfer Mode(ATM) concept are becoming the target technology for the emerging Broadband Integrated Services Digital Network(B-ISDN). Since B-ISDN is very complex and requites a great amount of investment, optimum design and performance analysis of such systems are very important. Simulation can be widely used to analyze and examine the broadband network behavior. However, for the complicated system like broadband networks it is extremely difficult and time-consuming to develop a complete model for simulation. In this paper, an object-oriented modeling approach for the broadband network simulation is presented for the effective and efficient modeling. Object-oriented approaches can provide a good structuring capability for complicated simulation models and facilitate the development of reusable and extensible simulation models. We have developed an object-oriented model which consists of object model and behavior model. In the object mode., the components of the broadband network and both constant bit rate(CBR) and variable bit rate(VBR) traffic types of call level, burst level, and cell level are modeled as object classes. In the behavior model, the dynamic features for each object class are represented using the state transition diagram. It has been shown by illustration that objectoriented modeling is an effective tool for modeling the complicated B-ISDN.

  • PDF