A First Step to Diagnostic of Urban Transport Operations by Means of GPS Receiver
Author(s) -
Emilio G. Moreno,
Manuel Romana García,
Óscar Martínez
Publication year - 2016
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2016.04.130
Subject(s) - computer science , global positioning system , real time computing , overtaking , cluster analysis , mistake , assisted gps , transit (satellite) , fuzzy logic , simulation , public transport , transport engineering , telecommunications , artificial intelligence , engineering , law , political science
A simple methodology is proposed to quantify operating parameters of urban transport system by means GPS technology of low cost. Parameters such as: travel-time, speed, and delay were analyzed at a grade-separated busway without overtaking and with traffic signals. The system has 10.3km of exclusive platform, 13 Bus stops, 17 Intersections and 7 U-turns. A mistake up to 10% by distance increase was reduced substantially applying an algorithm. GPS data and corrective method were validated and state-space-speed models were obtained for the route characterization and can be useful to optimization. Fuzzy c-means clustering was used for speed dataset
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