A map matching algorithm for GPS tracking data

Map matching GPS floating car tracking data is different from that for traditional navigation system according to the specific application. With the consideration that GPS floating car tracking data provide a global moving trend, using drive constraints in city road networks, this paper proposed a n...

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Published inCe hui xue bao Vol. 39; no. 2; pp. 207 - 212
Main Authors Li, Qingquan, Huang, Lian
Format Journal Article
LanguageChinese
Published 01.04.2010
Subjects
Algorithms
Geographic information systems
Global Positioning System
Matching
Navigation systems
Networks
Roads
Satellite navigation systems
Similarity
Topology
Tracking
Traffic control
Trajectories
Trends
Online AccessGet full text
ISSN1001-1595

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Abstract Map matching GPS floating car tracking data is different from that for traditional navigation system according to the specific application. With the consideration that GPS floating car tracking data provide a global moving trend, using drive constraints in city road networks, this paper proposed a novel map matching method based on road connectivity under geometric topology and traffic control constraints as well as the similarity between the curve of trajectory and the outline of road paths. This algorithm can obtain good map matching results and was validated through experiments, and finally can support the further analysis and application of GPS floating car data.
AbstractList Map matching GPS floating car tracking data is different from that for traditional navigation system according to the specific application. With the consideration that GPS floating car tracking data provide a global moving trend, using drive constraints in city road networks, this paper proposed a novel map matching method based on road connectivity under geometric topology and traffic control constraints as well as the similarity between the curve of trajectory and the outline of road paths. This algorithm can obtain good map matching results and was validated through experiments, and finally can support the further analysis and application of GPS floating car data.
Author Li, Qingquan
Huang, Lian
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Snippet Map matching GPS floating car tracking data is different from that for traditional navigation system according to the specific application. With the...
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StartPage 207
SubjectTerms Algorithms
Geographic information systems
Global Positioning System
Matching
Navigation systems
Networks
Roads
Satellite navigation systems
Similarity
Topology
Tracking
Traffic control
Trajectories
Trends
Title A map matching algorithm for GPS tracking data
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