Pedestrian Localization Service Using 3D Map and RAIM GNSS Satellite Selection Technique

Li Ta Hsu, Gu Yanlei, Kamijo Shunsuke

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

2 Citations (Scopus)

Abstract

The requirement of the accurate pedestrian position is increasing due to the booming pedestrian-to-vehicle (P2V) communication. Currently, global navigation satellite system (GNSS) receivers can provide accurate and reliable positioning service in open-field areas. However, its performance in city downtown is still affected by the multipath and none-line-of-sight (NLOS) receptions. This paper proposes an innovative positioning method using the 3D building maps and the receiver autonomous integrity monitoring (RAIM) satellite selection method to achieve satisfactory positioning performance in urban area for the pedestrian user. The 3D building model is used with a ray-tracing technique to simulate the line-of-sight (LOS) and NLOS signal travel distance, which is well-known as pseudorange, between the satellite and receiver. The proposed RAIM fault exclusion is able to compare the similarity between the raw pseudorange measurement and the simulated pseudorange. The measurement of the satellite will be excluded if the simulated and raw pseudorange is inconsistent. Because of the assumption of single reflection in the ray-tracing technique, the inconsistent case indicates it is a double or multiple reflected NLOS signal. According to the experiment result, the RAIM satellite selection technique can reduce about 8.4% of the large positioning solutions (points that estimated at the wrong side of the road) in the middle urban canyon environment.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE 18th International Conference on Intelligent Transportation Systems
Subtitle of host publicationSmart Mobility for Safety and Sustainability, ITSC 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1377-1382
Number of pages6
ISBN (Electronic)9781467365956, 9781467365956, 9781467365956, 9781467365956
DOIs
Publication statusPublished - 30 Oct 2015
Externally publishedYes
Event18th IEEE International Conference on Intelligent Transportation Systems, ITSC 2015 - Gran Canaria, Spain
Duration: 15 Sep 201518 Sep 2015

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Volume2015-October

Conference

Conference18th IEEE International Conference on Intelligent Transportation Systems, ITSC 2015
Country/TerritorySpain
CityGran Canaria
Period15/09/1518/09/15

Keywords

  • 3D maps
  • Global Positioning System
  • Multipath
  • Pedestrian
  • RAIM
  • Urban area

ASJC Scopus subject areas

  • Automotive Engineering
  • Mechanical Engineering
  • Computer Science Applications

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