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Prethodno priopćenje
https://doi.org/10.7225/toms.v05.n02.003

Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case

Angel Lopez   ORCID icon orcid.org/0000-0002-9080-4859 ; Facultad de Ingeniería en Electricidad y Computación, Politécnica del Litoral, Guayaquil, Ecuador
Ivana Semanjski ; Ghent University, Department of Telecommunications and Information Processing, Ghent, Belgium
Dominique Gillis ; Ghent University, Department of Telecommunications and Information Processing, Ghent, Belgium
Daniel Ochoa ; Facultad de Ingeniería en Electricidad y Computación, Politécnica del Litoral, Guayaquil, Ecuador
Sidharta Gautama ; Ghent University, Department of Telecommunications and Information Processing, Ghent, Belgium

Puni tekst: engleski, pdf (186 KB) str. 121-129 preuzimanja: 303* citiraj
APA 6th Edition
Lopez, A., Semanjski, I., Gillis, D., Ochoa, D. i Gautama, S. (2016). Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case. Transactions on Maritime Science, 05 (02), 121-129. https://doi.org/10.7225/toms.v05.n02.003
MLA 8th Edition
Lopez, Angel, et al. "Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case." Transactions on Maritime Science, vol. 05, br. 02, 2016, str. 121-129. https://doi.org/10.7225/toms.v05.n02.003. Citirano 15.12.2019.
Chicago 17th Edition
Lopez, Angel, Ivana Semanjski, Dominique Gillis, Daniel Ochoa i Sidharta Gautama. "Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case." Transactions on Maritime Science 05, br. 02 (2016): 121-129. https://doi.org/10.7225/toms.v05.n02.003
Harvard
Lopez, A., et al. (2016). 'Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case', Transactions on Maritime Science, 05(02), str. 121-129. https://doi.org/10.7225/toms.v05.n02.003
Vancouver
Lopez A, Semanjski I, Gillis D, Ochoa D, Gautama S. Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case. Transactions on Maritime Science [Internet]. 2016 [pristupljeno 15.12.2019.];05(02):121-129. https://doi.org/10.7225/toms.v05.n02.003
IEEE
A. Lopez, I. Semanjski, D. Gillis, D. Ochoa i S. Gautama, "Travelled Distance Estimation for GPS-Based Round Trips Car-Sharing Use Case", Transactions on Maritime Science, vol.05, br. 02, str. 121-129, 2016. [Online]. https://doi.org/10.7225/toms.v05.n02.003

Sažetak
Traditional travel survey methods have been widely used for collecting information about urban mobility although Global Position System (GPS) has become an automatic option for collecting more precise data of the households since mid-1990s. Many studies on mobility patterns have focused on the GPS advantages leaving aside its issues such as the quality of the data collected. However, when it comes to extract the frequency of the trips and travelled distance, this technology faces some gaps due to the related issues such as signal reception and time-to-first-fix location that turns out in missing observations and respectively unrecognised or over-segmented trips. In this study, we focus on two aspects of GPS data for a car-mode, (i) measurement of the gaps in the travelled distance and (ii) estimation of the travelled distance and the factors that influence the GPS gaps. To asses that, GPS tracks are compared to a ground truth source. Additionally, the trips are analysed based on the land use (e.g. urban and rural areas) and length (e.g. short, medium and long trips). Results from 170 participants and more than a year of GPStracking show that around 9 % of the travelled distance is not captured by GPS and it affects more short trips than long ones. Moreover, we validate the importance of the time spent on the user activity and the land use as factors that influence the gaps in GPS.

Ključne riječi
Data quality; Travelled distance; CAN-bus data; GPS data; Car sharing data; Mobility study

Hrčak ID: 167825

URI
https://hrcak.srce.hr/167825

Posjeta: 443 *