A real time topological map matching methodology for GPS/GIS-based travel behavior studies

Carola A. Blazquez, Pablo A. Miranda

Resultado de la investigación: Research - revisión exhaustivaChapter

Resumen

The map matching problem arises when GPS measurements are incorrectly assigned to the roadway network in a GIS environment. This chapter presents a real-time topological decision rule-based methodology that detects and solves spatial mismatches as GPS measurements are collected. A real-time map matching methodology is required in several applications, such as fleet management, transit control and management, and travel behavior studies, in which decision-making must be performed simultaneously with the movement of vehicles, individuals, or objects. A computational implementation in a real case scenario in Chile indicates that the algorithm successfully resolves over 96% of the spatial mismatches encountered in real time. Various algorithmic parameter values were employed to test the performance of the algorithm for data collected every 5 and 10 seconds. Overall, the algorithm requires larger buffer sizes and speed ranges to obtain better results with lower spatial data qualities.

IdiomaEnglish
Título de la publicación alojadaTransportation Systems and Engineering
EditorialIGI Global
Páginas422-439
Número de páginas18
Volumen1-3
ISBN (versión digital)9781466684744
ISBN (versión impresa)1466684739, 9781466684737
DOI
EstadoPublished - 30 jun 2015

Huella dactilar

Geographic information systems
Global positioning system
Decision making

ASJC Scopus subject areas

  • Engineering(all)

Citar esto

Blazquez, C. A., & Miranda, P. A. (2015). A real time topological map matching methodology for GPS/GIS-based travel behavior studies. En Transportation Systems and Engineering (Vol. 1-3, pp. 422-439). IGI Global. DOI: 10.4018/978-1-4666-8473-7.ch020
Blazquez, Carola A. ; Miranda, Pablo A./ A real time topological map matching methodology for GPS/GIS-based travel behavior studies. Transportation Systems and Engineering. Vol. 1-3 IGI Global, 2015. pp. 422-439
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Blazquez, CA & Miranda, PA 2015, A real time topological map matching methodology for GPS/GIS-based travel behavior studies. En Transportation Systems and Engineering. vol.. 1-3, IGI Global, pp. 422-439. DOI: 10.4018/978-1-4666-8473-7.ch020

A real time topological map matching methodology for GPS/GIS-based travel behavior studies. / Blazquez, Carola A.; Miranda, Pablo A.

Transportation Systems and Engineering. Vol. 1-3 IGI Global, 2015. p. 422-439.

Resultado de la investigación: Research - revisión exhaustivaChapter

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Blazquez CA, Miranda PA. A real time topological map matching methodology for GPS/GIS-based travel behavior studies. En Transportation Systems and Engineering. Vol. 1-3. IGI Global. 2015. p. 422-439. Disponible desde, DOI: 10.4018/978-1-4666-8473-7.ch020