4,481
Views
234
CrossRef citations to date
0
Altmetric
Original Articles

Review of GPS Travel Survey and GPS Data-Processing Methods

&
Pages 316-334 | Received 24 Mar 2013, Accepted 09 Mar 2014, Published online: 04 Apr 2014

References

  • Bachu, P., Dudala, T., & Kothuri, S. M. (2001). Prompted recall in global positioning system survey: Proof-of-concept study. Transportation Research Record, (1768), 106–113. doi: 10.3141/1768-13
  • Beijing Municipal Committee of Transportation. (2012, July). The fourth Beijing comprehensive transportation survey report. Beijing Transport Research Centre, Beijing Municipal Committee of Transportation.
  • Bierlaire, M., Chen, J., & Newman, J. (2013). A probabilistic map matching method for Smartphone GPS data. Transportation Research Part C, 26, 78–98. doi: 10.1016/j.trc.2012.08.001
  • Biljecki, F. (2010). Automatic segmentation and classification of movement trajectories for transportation modes (Dissertation, MSc in Geomatrics). Delft University of Technology, TU Delft.
  • Bohte, W., & Maat, K. (2009). Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands. Transportation Research Part C, 17, 285–297. doi: 10.1016/j.trc.2008.11.004
  • Bolbol, A., Cheng, T., & Paracha, A. (2010, August). GEOTRAVELDIARY: Towards Online automatic travel behaviour detection. WebMGS: 1st International Workshop on Pervasive Web Mapping, Geoprocessing and Services, Politecnico di Milano, Como, Italy.
  • Bricka, S., & Bhat, C. (2006). Comparative analysis of global positioning system-based and travel survey-based data. Transportation Research Record, (1972), 9–20. doi: 10.3141/1972-04
  • Bricka, S., Sen, S., Paleti, R., & Bhat, C. R. (2012). An analysis of the factors influencing differences in survey-reported and GPS-recorded trips. Transportation Research Part C, 21, 67–88. doi: 10.1016/j.trc.2011.09.005
  • Bricka, S., Zmud, J., Wolf, J., & Freedman, J. (2009). Household travel surveys with GPS: An experiment. Transportation Research Record, (2105), 51–56. doi: 10.3141/2105-07
  • Broach, J., Dill, J., & Gliebe, J. (2012). Where do cyclists ride? A route choice model developed with revealed preference GPS data. Transportation Research Part A: Policy and Practice, 46(10), 1730–1740.
  • Bullock, P., Jiang, Q., & Stopher, P. (2005). Using GPS technology to measure on-time running of scheduled bus services. Journal of Public Transportation, 8(1), 21–40.
  • Chen, C., Gong, H., Lawson, C., & Bialostozky, E. (2010). Evaluating the feasibility of a passive travel survey collection in a complex urban environment. Transportation Research Part A, 44(10), 830–840.
  • Dill, J., & Gliebe, J. (2008). Understanding and measuring bicycling behavior: A focus on travel time and route choice. Final report. Oregon Transportation Research and Education Consortium. Retrieved from http://trid.trb.org/view.aspx?id=884287
  • Feng, T., & Timmermans, H .J. P. (2012, July 15–20). Recognition of transport mode using GPS and accelerometer data. Proceedings of the 13th international conference of the International Association for Travel Behaviour Research (IATBR), Toronto, Canada.
  • Giaimo, G., Anderson, R., Wargelin, L., & Stopher, P. (2010). Will it work? Pilot results from the first large-scale GPS-based household travel survey in the United States. Transportation Research Record, (2176), 26–34.
  • Gilani, H. (2005). Automatically determining route and mode of transport using a GPS enabled phone (Dissertation, the degree of Master of Science in Computer Science). University of South Florida.
  • Gong, H., Chen, C., Bialostozky, E., & Lawson, C. (2012). A GPS/GIS method for travel mode detection in New York city. Computers, Environment and Urban Systems, 36(2), 131–139. doi: 10.1016/j.compenvurbsys.2011.05.003
  • Gonzalez, P., Weinstein, J., Barbeau, S., Labrador, M., Winters, P., Georggi, N., & Perez, R. (2010). Automating mode detection for travel behaviour analysis by using global positioning systems-enabled mobile phones and neural networks. IET Intelligent Transport Systems, 4(1), 37–49. doi: 10.1049/iet-its.2009.0029
  • Greaves, S., Fifer, S., Ellison, R., & Germanos, G. (2010). Development of a global positioning system web-based prompted recall solution for longitudinal travel surveys. Transportation Research Record, (2183), 69–77. doi: 10.3141/2183-08
  • Griffin, T., & Huang, Y. (2005, November 9–11). A decision tree classification model to automate trip purpose derivation. Proceedings of the ISCA 18th international conference on computer applications in industry and engineering, Sheraton Moana Surfrider, Honolulu, HI, pp. 44–49.
  • Hawkins, R., & Stopher, P. (2004, September 29–1 October). Collecting data with GPS: Those who reject, and those who receive. 27th Australasian Transport Research Forum, Adelaide.
  • Hudson, J. G., Duthie, J. C., Rathod, Y. K., Larsen, K. A., & Meyer, J. L. (2012). Using smartphones to collect bicycle travel data in Texas. Final report (Report No. UTCM 11-35-69). Retrieved from http://ntl.bts.gov/lib/45000/45700/45731/Hudson_11-35-69.pdf
  • Itsubo, S., & Hato, E. (2006, January). A study of the effectiveness of a household travel survey using GPS-equipped cell phones and a WEB diary through a comparative study with a paper based travel survey. Presented in Transportation Research Board (TRB) 85th annual meeting, Washington, DC.
  • Kelly, P., Krenn, P., Titze, S., Stopher, P., & Foster, C. (2013). Quantifying the difference between self-reported and global positioning systems-measured journey durations: A systematic review. Transport Reviews: A Transnational Transdisciplinary Journal, 33(4), 443–459. doi: 10.1080/01441647.2013.815288
  • Kohla, B., & Meschik, M. (2013). Comparing trip diaries with GPS tracking: An Austrian study. In J. Zmud & ‎M. Lee-Gosselin (Eds.), Transport survey methods: Best practice for decision making (pp. 306–320). Bingley: Emerald Group Publishing Limited.
  • Krenn, P., Titze, S., Oja, P., Jones, A., & Ogilvie, D. (2011, November). Use of global positioning systems to study physical activity and the environment: A systematic review. American Journal of Preventive Medicine, 41(5), 508–515. doi: 10.1016/j.amepre.2011.06.046
  • Krizek, K. J., El-Geneidy, A., & Thompson, K. (2007). A detailed analysis of how an urban trail system affects cyclists’ travel. Transportation, 34(5), 611–624. doi: 10.1007/s11116-007-9130-z
  • Krygsman, S., & Nel, J. (2009, July). The use of global positioning devices in travel surveys—a developing country application. 28th annual Southern African transport conference 2009 proceedings, Pretoria, South Africa.
  • Mackett, R., Brown, B., Gong, Y., Kitazawa, K., & Paskins, J. (2006). Children's independent movement in the local environment. Built Environment, 33(4), 454–468. doi: 10.2148/benv.33.4.454
  • Marcha, P., Roux, S., Yuan, S., Hubert, J.-P., Armoogum, J., Madre, J-L., & Lee-Gosselin, M. (2008, May 25–31). A study of non-response in the GPS sub-sample of the French national travel survey 2007–08. In P. Bonnel & J.-L. Madre (Eds.), The 8th international conference on survey methods in transport.
  • McGowen, P., & McNally, M. (2007, January). Evaluating the potential to predict activity types from GPS and GIS data. Proceedings of the 86th annual meeting of the Transportation Research Board.
  • Menghini, G., Carrasco, N., Schüssler, N., & Axhausen, K. W. (2010). Route choice of cyclists in Zurich. Transportation Research Part A: Policy and Practice, 44(9), 754–765.
  • O'Fallon, C., & Sullivan, C. (2004, September). Trip chaining: Understanding how New Zealanders link their travel. Research report to Transfund New Zealand.
  • Oliveira, M., & Casas, J. (2010). Improving data quality, accuracy, and response in on-board surveys: Application of innovative technologies. Transportation Research Record, (2183), 41–48.
  • Oliveira, M., Vovsha, P., Wolf, J. L., Birotker, Y., Givon, D., & Paasche, J. (2006, January 23–27). GPS-assisted prompted recall household travel survey to support development of advanced travel model in Jerusalem, Israel. Presented at the 90th annual meeting of the Transportation Research Board, Washington, DC.
  • Papinski, D., Scott, D., & Doherty, S. (2009). Exploring the route choice decision-making process: A comparison of planned and observed routes obtained using person-based GPS. Transportation Research Part F, 12, 347–358. doi: 10.1016/j.trf.2009.04.001
  • Quiroga, C., & Bullock, D. (1998). Travel time studies with global positioning and geographic information systems: An integrated methodology. Transport Research Part C, 6(1–2), 101–127. doi: 10.1016/S0968-090X(98)00010-2
  • Rasmussen, T., Ingvardson, J. B., Halldórsdóttir, K., & Nielsen, O. A. (2013). Using wearable GPS devices in travel surveys: A case study in the Greater Copenhagen area. Transport conference at Aalborg University. ISSN 1603–9696. Retrieved from http://www.trafikdage.dk/papers_2013/188_ThomasKjaerRasmussen.pdf
  • Reddy, S., Mun, M., Burke, J., Estrin, D., Hansen, M., & Srivastava, M. (2010). Using mobile phones to determine transportation modes. ACM Transactions on Sensor Networks, 6(2), Article 13, 27 pages. doi: 10.1145/1689239.1689243
  • Rodriguez, D., Brown, A. L., & Troped, P. J. (2005). Portable global positioning units to complement accelerometry-based physical activity monitors. Medicine & Science in Sports & Exercise, 37(11 Suppl), S572–S581. doi: 10.1249/01.mss.0000185297.72328.ce
  • Schönfelder, S., Axhausen, K. W., Antille, N., & Bierlaire, M. (2002). Exploring the potentials of automatically collected GPS data for travel behaviour analysis. A Swedish data source. In J. Möltgen & A. Wytzisk (Eds.), GITechnologien für Verkehr und Logistik, IfGIprints, 13, pp. 155–179. Münster, Germany: Institut für Geoinformatik, Universität Münster.
  • Schüssler, N., & Axhausen, K. (2009). Processing raw data from global positioning systems without additional information. Transportation Research Record: Journal of the Transportation Research Board, (2105), 28–36. doi: 10.3141/2105-04
  • Shen, L., & Stopher, P. (2013a). A process for trip purpose imputation from Global Positioning System data. Transportation Research Part C: Emerging Technologies, 36, 261–267. doi: 10.1016/j.trc.2013.09.004
  • Shen, L., & Stopher, P. (2013b, October 4, 2013). Should we change the rules for trip identification for GPS travel records. Proceedings of the 36th Australasian Transport Research Forum ATRF 2013 — “Transport and the New World City”, Brisbane, Australia.
  • Shen, L., & Stopher, P. (2013c, May 9). Using SenseCam to pursue ‘ground truth’ for GPS travel surveys. Presented at 14th TRB National Transportation Planning Applications conference, Columbus, OH.
  • Stenneth, L., Wolfson, O., Yu, P., & Xu, B. (2011, November 1–4). Transportation mode detection using mobile phones and GIS information. Proceedings of 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, ACM-GIS 2011, Chicago, IL.
  • Stopher, P. (2008). The travel survey toolkit: Where to from here? In J. Madre, P. Bonnel, J. Zmud, & M. Lee-Gosselin (Eds.), Transport survey methods: Keeping up with a changing world (pp. 15–46). Bingley: Emerald Group Publishing Limited.
  • Stopher, P., FitzGerald, C., & Zhang, J. (2008). Search for a global positioning system device to measure person travel. Transportation Research Part C, 16, 350–369. doi: 10.1016/j.trc.2007.10.002
  • Stopher, P., & Greaves, S. (2009, October 1). Missing and inaccurate information from travel surveys — pilot results, 32nd Australasian Transport Research Forum ATRF 2009, Auckland, New Zealand.
  • Stopher, P., Greaves, S., & Shen, L. (2013, October 4). Comparing two processing routines for GPS traces — lessons learnt. Proceedings of the 36th Australasian Transport Research Forum ATRF 2013 — “Transport and the New World City”, Brisbane, Australia.
  • Stopher, P., Moutou, C., & Liu, W. (2013). Sustainability of voluntary travel behaviour change initiatives: A 5-year study (Working Paper ITLS-WP-13–12).
  • Stopher, P., & Shen, L. (2011). In-depth comparison of global positioning system and diary records. Transportation Research Record: Journal of the Transportation Research Board, (2246), 32–37. doi: 10.3141/2246-05
  • Stopher, P., & Wargelin, L. (2010, July 11–15). Conducting a household travel survey with GPS: Reports on a pilot study. 12th World Conference on Transport Research (WCTR)2010, Lisbon, Portugal.
  • Stopher, P., Zhang, J., Zhang, Y., & Halling, B. (2009, October 1). Results of an evaluation of TravelSmart in South Australia. 32nd Australasian Transport Research Forum ATRF 2009, Auckland, New Zealand.
  • Troped, P. J., Oliveira, M. S., Matthews, C. E., Cromley, E. K., Melly, S. J., & Craig, B. A. (2008, May). Prediction of activity mode with global positioning system and accelerometer data. Medicine & Science in Sports & Exercise, 40(5), 972–978. doi: 10.1249/MSS.0b013e318164c407
  • Tsui, S. Y. A. (2005). An enhanced system for link and mode identifications for GPS-based personal travel surveys (Dissertation, Graduate Department of Civil Engineering). University of Toronto.
  • U.S. Department of Transportation, Federal Highway Administration. (2009). National Household Travel Survey 2009. Retrieved from http://nhts.ornl.gov
  • Wagner, D. (1997). Lexington area travel data collection test; global positioning systems for personal travel surveys. Final report to Office of Highway Information Management, Office of Technology Application and US Federal Highway Administration.
  • White, C., Bernstein, D., & Kornhauser, A. (2000). Some map matching algorithms for personal navigation assistants. Transportation Research Part C, 8, 91–108. doi: 10.1016/S0968-090X(00)00026-7
  • Wolf, J. (2000). Using GPS data loggers to replace travel diaries in the collection of travel data (Dissertation). Georgia Institute of Technology, School of Civil and Environmental Engineering, Atlanta, GA.
  • Wolf, J., Guensler, S., & Bachman, W. (2001). Elimination of the travel diary: An experiment to derive trip purpose from GPS travel data. Transportation Research Record, (1768), Paper No. 01-3255, 125–134.
  • Wolf, J., Hallmark, S., Oliveira, M., Guensler, R., & Sarasua, W. (1999). Accuracy issues with route choice data collection by using global positioning system. Transportation Research Record, (1660), 66–74. doi: 10.3141/1660-09
  • Wolf, J., Schönfelder, S., Samaga, U., & Axhausen, K. W. (2004, January). 80 weeks of GPS-traces: Approaches to enriching trip information. Presented at the 83rd annual meeting of the Transportation Research Board, Washington, DC.
  • Xiao, Y., Low, D., Bandara, T., Pathak, P., Lim, H. B., Goyal, D., … Ben-Akiva, M. (2012, January 14–17). Transportation activity analysis using smartphones. Consumer Communications and Networking Conference (CCNC), IEEE, pp. 60–61.
  • Zhang, Y., Stopher, P., & Jiang, Q. (2010, September). Developing tour-based data from multi-day GPS data. Australasian Transport Research Forum (ATRF), 33rd, Canberra, ACT, Australia.
  • Zimowski, M., Tourangeau, R., Ghadialy, R., & Pedlow, S. (1997). Non-response in household travel surveys. A report prepared for the Federal Highway Administration.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.