A statistical approach to map matching using road network geometry, topology and vehicular motion constraints

Abstract

This paper presents a method for reliable matching of position and orientation measurements from a standard GPS receiver to a digital map. By incorporating road network topology in the matching process using a hidden Markov model, an optimum position and orientation history can be computed from a sequence of GPS measurements. Increased robustness is… (More)

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