Two Level Approach for Validation of Microscopic Simulation Models

被引:0
|
作者
Detering, Stefan [1 ]
Schnieder, Eckehard [1 ]
机构
[1] Tech Univ Carolo Wilhelmina Braunschweig, Inst Traff Safety & Automat Engn, D-38106 Braunschweig, Germany
关键词
Traffic simulation; validation; calibration; microscopic and macroscopic perception;
D O I
10.1109/SIMUL.2009.20
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
New driver assistance systems can have consequential effects on traffic flow. Investigative simulations are necessary for the design, optimization and evaluation of these assistance systems. Previous calibration and validation methods utilized either microscopic or macroscopic measurement data. This paper's purpose is to argue that the formerly held calibration and validation perspectives with regard to traffic simulations are incomplete. Moreover, these assistance systems have their own set of particular requirements, and require the simultaneous consideration of microscopic and macroscopic system behavior. Therefore, this paper recommends that a measurement concept is needed to gain the required data necessary for proper calibration and validation. The concept presented in this paper advocates simultaneous measurements sourced in both a vehicle (microscopic) and overall traffic (macroscopic) perspective.
引用
收藏
页码:18 / 22
页数:5
相关论文
共 50 条
  • [21] A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models
    Cobos, Carlos
    Paz, Alexander
    Luna, Julio
    Erazo, Cristian
    Mendoza, Martha
    [J]. IEEE ACCESS, 2020, 8 : 103124 - 103140
  • [22] An Efficient Sensitivity Analysis Approach for Computationally Expensive Microscopic Traffic Simulation Models
    Ge, Qiao
    Menendez, Monica
    [J]. INTERNATIONAL JOURNAL OF TRANSPORTATION, 2014, 2 (02): : 49 - 64
  • [23] Spatial validation of two simulation models: the example of timber plantations in Chile
    Maestripieri, Nicolas
    Paegelow, Martin
    [J]. CYBERGEO-EUROPEAN JOURNAL OF GEOGRAPHY, 2013,
  • [24] AN INTEGRATED APPROACH FOR THE VALIDATION OF EMERGENCE IN COMPONENT-BASED SIMULATION MODELS
    Szabo, Claudia
    Teo, Yong Meng
    [J]. 2012 WINTER SIMULATION CONFERENCE (WSC), 2012,
  • [25] A GRAPH-BASED APPROACH TO VERIFICATION AND VALIDATION OF SIMULATION MODELS AND APPLICATIONS
    Wang, Zhongshi
    Lehmann, Axel
    [J]. EUROPEAN SIMULATION AND MODELLING CONFERENCE 2008, 2008, : 14 - +
  • [26] AN APPROACH TO VALIDATION OF A LEG SIMULATION BY THE COMPARISON OF 2 DYNAMIC-MODELS
    COCATREZILGIEN, JH
    DELCOMYN, F
    HALL, LV
    PIJANOWSKI, GJ
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 1995, 25 (03) : 309 - 319
  • [27] Systematic validation of a microscopic traffic simulation program
    Zhang, YL
    Owen, LE
    [J]. CALIBRATION AND VALIDATION OF SIMULATION MODELS 2004, 2004, (1876): : 112 - 120
  • [28] Model validation technology in microscopic traffic simulation
    Wang, Xiao-Yuan
    Yang, Xin-Yue
    [J]. 3RD INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL 3, PROCEEDINGS, 2005, : 171 - 175
  • [29] The Basis for the Transportation Microscopic Simulation Model Validation
    Zenina, Nadezda
    Merkuryev, Yuri
    [J]. 2019 60TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT SCIENCE OF RIGA TECHNICAL UNIVERSITY (ITMS), 2019,
  • [30] Econometric analysis of microscopic simulation models
    Li, Youwei
    Donkers, Bas
    Melenberg, Bertrand
    [J]. QUANTITATIVE FINANCE, 2010, 10 (10) : 1187 - 1201