Effects of sensor errors on the performane of map matching

Wu Chen, Zhilin Li, Meng Yu, Yongqi Chen

Research output: Journal article publicationJournal articleAcademic researchpeer-review

27 Citations (Scopus)

Abstract

Map matching has been widely applied in car navigation systems as an efficient method to display the location of vehicles on maps. Various map-matching algorithms have been proposed. Inevitably, the correctness of the map matching is closely related to the accuracy of positioning sensors, such as GPS or Dead Reckoning (DR), and the complexity of the road network and map, especially in urban areas where the GPS signal may be constantly blocked by buildings and the road network is complicated. The existing map matching algorithms cannot resolve the positioning problems under all circumstances. They sometimes give the wrong position estimates of the car on road; the result is called mismatching. In order to improve the quality of map matching, a deep understand of the accuracy of sensor errors on mismatching is important. This paper analyses various factors that may affect the quality of map matching based on extensive tests in Hong Kong. Suggestions to improve the success rate of map matching are also provided.
Original languageEnglish
Pages (from-to)273-282
Number of pages10
JournalJournal of Navigation
Volume58
Issue number2
DOIs
Publication statusPublished - 1 May 2005

Keywords

  • GPS and DR
  • Map matching
  • Navigation system

ASJC Scopus subject areas

  • Oceanography
  • Ocean Engineering

Cite this