A system consisting of a GPS-enabled phone and a database has been designed and implemented. This system is capable of recording the route traveled by a user and determining the mode of transport (walk, bicycle, car or bus) used. The Java code running in the GPS-enabled phone automatically records location data, determines critical locations for the trip, and transmits the locations to a central database using the wireless capabilities of the phone. As the route information arrives at the database, it is processed by the mode detection algorithm that determines the mode of transportation being used by the individual for this route. The mode detection algorithm uses travel time, speed, location of bus stops and knowledge of bus routes. The system was tested on experimental data collected from 100 trips (25 trips for each mode of transportation). The correct mode of transport was detected on 97% of the trips.
| Identifer | oai:union.ndltd.org:USF/oai:scholarcommons.usf.edu:etd-3896 |
| Date | 01 June 2005 |
| Creators | Gilani, Himanshu |
| Publisher | Scholar Commons |
| Source Sets | University of South Flordia |
| Detected Language | English |
| Type | text |
| Format | application/pdf |
| Source | Graduate Theses and Dissertations |
| Rights | default |
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