Title :
Real-time bus arrival information system-an empirical evaluation
Author :
Cats, Oded ; Loutos, Gerasimos
Author_Institution :
R. Inst. of Technol. (KTH), Stockholm, Sweden
Abstract :
Waiting time uncertainty is one of the main determinants of public transport reliability and overall level-of-service. The dissemination of real-time information concerning vehicle arrivals is often considered an important measure to reduce unreliability. Moreover, the prediction of downstream vehicle trajectories could also benefit real-time control strategies. In order to adequately analyze the performance of real-time bus arrival information system, the generated predictions have to be compared against empirical bus arrival data. A conventional real-world bus arrival prediction scheme is formulated and applied on the trunk lines network in Stockholm. This scheme was found to systematically underestimate the remaining waiting time by 6.2% on average. Prediction error accuracy and reliability varies considerably over time periods, along the route and as a function of the prognosis horizon. The difference between passengers´ waiting time expectations derived from the timetable and real-time information is equivalent to 30% of the average waiting time.
Keywords :
information dissemination; traffic information systems; transportation; Stockholm; downstream vehicle trajectory prediction; overall level-of-service; passenger waiting time expectations; prediction error accuracy; public transport reliability; real-time bus arrival information system; real-time control strategies; real-time information dissemination; real-world bus arrival prediction scheme; trunk lines network; waiting time uncertainty; Real-time systems; Sun; Vehicles;
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
DOI :
10.1109/ITSC.2013.6728412