Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow

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	Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow
	Wong K.I.1; Wang H.C.1; Li Y.J.1; Lee T.C.3; Hsu T.P.4; Chang G.L.2
	2013
Source Publication	Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society
Pages	107-114
Abstract	A Powered Two-Wheeler (PTW) is defined as a vehicle running on two wheels powered with an engine. As a private transportation mode, PTWs have many advantages over private cars, but the safety issues are a main concern, and there are limited studies on the driving behaviour of PTWs in the literature. The aim of this study is to investigate the driving behaviours of mopeds and motorcycles in urban arterial streets, and their interactions with other vehicles under mixed traffic. Videos of traffic movements were collected and digitalized into vehicle trajectories with a trajectory extracting software. The lane changing behaviour of PTWs is modelled as a discrete choice model. A clustering approach is then proposed to categorize the PTW riders, based on their aggressiveness and level of risk perception under different scenarios of driving environment. The results should be useful for the development of behaviour models for different types of riders.
Keyword	Behaviour models Clustering Mixed traffic Powered Two-Wheelers Urban arterial
URL	View the original
Language	英語English
Fulltext Access	View Full-Text via Scopus
Document Type	Conference paper
Collection	University of Macau
Affiliation	1.National Chiao Tung University Taiwan 2.University of Maryland 3.National Cheng Kung University 4.National Taiwan University
Recommended Citation GB/T 7714	Wong K.I.,Wang H.C.,Li Y.J.,et al. Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow[C], 2013, 107-114.
APA	Wong K.I.., Wang H.C.., Li Y.J.., Lee T.C.., Hsu T.P.., & Chang G.L. (2013). Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow. Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society, 107-114.

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