• DocumentCode
    3520319
  • Title

    Short term prediction of vehicle movements by neural networks

  • Author

    Mitrovic, Dejan

  • Author_Institution
    Canterbury Univ., Christchurch, New Zealand
  • fYear
    1999
  • fDate
    36495
  • Firstpage
    187
  • Lastpage
    190
  • Abstract
    In this paper we suggest the use of place-based positioning and navigation techniques to provide support for navigation tasks which are not adequately supported by conventional car navigation systems. Although driving is a very complex process, there are many regularities which could be exploited by place-based navigation techniques. Neural networks are well known for their prediction capabilities and this paper explores the possibilities of short-term prediction of vehicle movements by various neural network architectures
  • Keywords
    automated highways; computerised navigation; neural nets; position control; road vehicles; cars; driving; neural network architectures; place-based navigation techniques; place-based positioning techniques; short term vehicle movement prediction; Animals; Decision making; Humans; Intelligent sensors; Marine vehicles; Mobile robots; Navigation; Neural networks; Telecommunication traffic; Vehicle driving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-5578-4
  • Type

    conf

  • DOI
    10.1109/KES.1999.820151
  • Filename
    820151