Towards a Qualitative Spatial Model for Road Traffic in Urban Environment

被引:0
|
作者
Oberoi, Kamaldeep Singh [1 ]
Del Mondo, Geraldine [1 ]
Dupuis, Yohan [2 ]
Vasseur, Pascal [1 ]
机构
[1] Normandie Univ, UNIROUEN, UNIHAVRE, INSA Rouen,Lab Informat Traitement Informat & Sys, F-76000 Rouen, France
[2] CEREMA, F-76120 Le Grand Quevilly, France
关键词
INFORMATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents preliminary steps towards the development of a general spatial model, based on graph theory, to visualize and reason about the road traffic in an urban environment. This model includes qualitative, in addition to quantitative, data which improves its computation and makes it robust to quantitative errors. The paper also describes different levels of abstraction which define distinct points of view of the environment and hence, allow for the acquisition of heterogeneous data. The graph consists of set of entities and corresponding spatial relations, the semantics behind which differ according to the level of abstraction. The ideas presented in this paper bring together the research done by Geomatics and Robotics/Perception communities.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Coevolution dynamics model of road surface and urban traffic structure
    Wu, Jianjun
    Xu, Mingtao
    Gao, Ziyou
    NONLINEAR DYNAMICS, 2013, 73 (03) : 1327 - 1334
  • [22] An Urgent Traffic Dispersion and Assignment Model for Urban Road Flooding
    Zhao, Zeshu
    Liang, Jiaxian
    Li, Guoyuan
    INFORMATION TECHNOLOGY AND INTELLIGENT TRANSPORTATION SYSTEMS, VOL 1, 2017, 454 : 429 - 442
  • [23] A prediction model for traffic congestion in complex urban road networks
    Liu Z.
    Li J.
    Wang C.
    Cai S.-M.
    Tang M.
    Huang Q.
    Chen Z.-H.
    1600, Univ. of Electronic Science and Technology of China (45): : 17 - 25
  • [24] Dynamic traffic prediction for urban road network with the interpretable model
    Xia, Dong
    Zheng, Linjiang
    Tang, Yi
    Cai, Xiaolin
    Chen, Li
    Sun, Dihua
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 605
  • [25] Traffic equilibrium assignment model special for urban road network
    Liu, Can-Qi
    Gonglu Jiaotong Keji/Journal of Highway and Transportation Research and Development, 2003, 20 (06):
  • [26] Development of Model for Traffic Flows on Urban Street and Road Network
    Kapskiy, D., V
    Navoy, D., V
    Pegin, P. A.
    SCIENCE & TECHNIQUE, 2019, 18 (01): : 47 - 54
  • [27] Coevolution dynamics model of road surface and urban traffic structure
    Jianjun Wu
    Mingtao Xu
    Ziyou Gao
    Nonlinear Dynamics, 2013, 73 : 1327 - 1334
  • [28] Development of a traffic noise prediction model for an urban environment
    Sharma, Asheesh
    Bodhe, G. L.
    Schimak, G.
    NOISE & HEALTH, 2014, 16 (68): : 63 - 67
  • [29] Spatial-temporal traffic performance collaborative forecast in urban road network based on dynamic factor model
    Tang, Kun
    Guo, Tangyi
    Shao, Fei
    Ma, Yongfeng
    Khattak, Aemal J.
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 225
  • [30] A model of strategies used for traffic calming in an urban environment
    Afezolli, Alma
    Shehu, Elfrida
    Heritage and Technology: Mind Knowledge Experience, 2015, 56 : 531 - 540