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Author:

Tong, Dong (Tong, Dong.) | Chen, Yangzhou (Chen, Yangzhou.) (Scholars:陈阳舟) | Qu, Xiaojun (Qu, Xiaojun.) | Dai, Guiping (Dai, Guiping.)

Indexed by:

EI Scopus

Abstract:

The paper deals with the positioning problem of Micro Intelligent Vehicles (MicroIVs) in Intelligent Transportation Simulation Platforms (ITSPs). We present a practical positioning solution, in which the absolute position data and the relative position data of each MicroIV are fused together via a Kalman filter and an assisted update algorithm. Precisely, each MicroIV gets its absolute position data through an equipped Radio Frequency Identification (RFID) reader which reads the RFID passive tags embedded in the platform. Meanwhile, a Dead Reckoning (DR) method is adopted to calculate the relative position of MicroIV. Then the Kalman filter is designed to fuse the absolute and relative position data. In addition, to compensate occasional RFID reading missing, the assisted update algorithm of the absolute position data is proposed. Experimental evaluation validates the effectiveness of the method. © 2015, Springer Science+Business Media New York.

Keyword:

Intelligent vehicle highway systems Data fusion Kalman filters Indoor positioning systems Radio frequency identification (RFID) Radio waves Navigation

Author Community:

  • [ 1 ] [Tong, Dong]Beijing Key Laboratory of Traffic Engineering, College of Metropolitan Transportation, Beijing University of Technology, Beijing, China
  • [ 2 ] [Chen, Yangzhou]Beijing Key Laboratory of Traffic Engineering, College of Metropolitan Transportation, Beijing University of Technology, Beijing, China
  • [ 3 ] [Qu, Xiaojun]Beijing Key Laboratory of Traffic Engineering, College of Metropolitan Transportation, Beijing University of Technology, Beijing, China
  • [ 4 ] [Dai, Guiping]Beijing Key Laboratory of Traffic Engineering, College of Metropolitan Transportation, Beijing University of Technology, Beijing, China

Reprint Author's Address:

  • 陈阳舟

    [chen, yangzhou]beijing key laboratory of traffic engineering, college of metropolitan transportation, beijing university of technology, beijing, china

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Source :

International Journal of Intelligent Transportation Systems Research

ISSN: 1348-8503

Year: 2017

Issue: 1

Volume: 15

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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