Review of GPS Travel Survey and GPS Data-Processing Methods

Research output: Contribution to journalReview articlepeer-review

130 Scopus citations

Abstract

Global positioning system (GPS) devices have been utilised in travel surveys since the late 1990s. Because GPS devices are very accurate at recording time and positional characteristics of travel, they can correct the trip-misreporting issue resulting from self-reports of travel and improve the accuracy of travel data. Although the initial idea of using GPS surveys in transport data collection was just to replace paper-based travel diaries, GPS surveys currently are being applied in a number of transport fields. Several general reviews have been done about GPS surveys in the literature review sections in some papers, but a detailed systematic review from GPS data collection to the whole procedure of GPS data processing has not been undertaken. This paper comprehensively reviews the development of GPS surveys and their applications, and GPS data processing. Different from most reviews in GPS research, this paper provides a detailed and systematic comparison between different methods from trip identification to mode and purpose detection, introduces the methods that researchers and planners are currently using, and discusses the pros and cons of those methods. Based on this review, researchers can choose appropriate methods and endeavour to improve them.

Original languageEnglish (US)
Pages (from-to)316-334
Number of pages19
JournalTransport Reviews
Volume34
Issue number3
DOIs
StatePublished - May 2014

Keywords

  • GPS data processing
  • GPS survey
  • mode detection
  • trip purpose imputation
  • trip/segment identification

ASJC Scopus subject areas

  • Transportation

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