A Statistical Framework for Road Traffic Prediction

The subject of this article is the prediction of traffic mean speeds on a road network in order to enhance live traffic information available to users. The approach in this work relies on the hypothesis that traffic dynamics can be summarized by two components: a deterministic and periodical trend and a short term component linked to the physics of traffic. The article will use statistical methods built upon historical databases in order to propose automatable, modular and efficient methods which also meet the industrial constraints currently faced.

Language

  • English

Media Info

  • Media Type: CD-ROM
  • Features: Figures; References; Tables;
  • Pagination: 7p
  • Monograph Title: ITS in Daily Life

Subject/Index Terms

Filing Info

  • Accession Number: 01146571
  • Record Type: Publication
  • Files: TRIS
  • Created Date: Dec 18 2009 12:41PM