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

K. I. Wong, H. C. Wang, Y. J. Li, T. C. Lee, T. P. Hsu, G. L. Chang

研究成果: Conference contribution

摘要

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.

原文English
主出版物標題Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society
發行者Hong Kong Society for Transportation Studies Limited
頁面107-114
頁數8
ISBN(列印)9789881581426
出版狀態Published - 2013 一月 1
事件18th International Conference of Hong Kong Society for Transportation Studies on Travel Behaviour and Society, HKSTS 2013 - Hong Kong, Hong Kong
持續時間: 2013 十二月 142013 十二月 16

出版系列

名字Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society

Other

Other18th International Conference of Hong Kong Society for Transportation Studies on Travel Behaviour and Society, HKSTS 2013
國家Hong Kong
城市Hong Kong
期間13-12-1413-12-16

指紋

two-wheeler
traffic behavior
Motorcycles
traffic
aggressiveness
behavior model
motorcycle
Trajectories
Risk perception
video
scenario
Wheels
Railroad cars
interaction
Engines

All Science Journal Classification (ASJC) codes

  • Transportation

引用此文

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. 於 Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society (頁 107-114). (Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society). Hong Kong Society for Transportation Studies Limited.
Wong, K. I. ; Wang, H. C. ; Li, Y. J. ; Lee, T. C. ; Hsu, T. P. ; Chang, G. L. / 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. Hong Kong Society for Transportation Studies Limited, 2013. 頁 107-114 (Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society).
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Wong, KI, Wang, HC, Li, YJ, Lee, TC, Hsu, TP & Chang, GL 2013, Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow. 於 Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society. Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society, Hong Kong Society for Transportation Studies Limited, 頁 107-114, 18th International Conference of Hong Kong Society for Transportation Studies on Travel Behaviour and Society, HKSTS 2013, Hong Kong, Hong Kong, 13-12-14.

Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow. / Wong, K. I.; Wang, H. C.; Li, Y. J.; Lee, T. C.; Hsu, T. P.; Chang, G. L.

Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society. Hong Kong Society for Transportation Studies Limited, 2013. p. 107-114 (Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society).

研究成果: Conference contribution

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Wong KI, Wang HC, Li YJ, Lee TC, Hsu TP, Chang GL. Modelling driving behaviour of Powered Two-Wheelers in mixed traffic flow. 於 Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society. Hong Kong Society for Transportation Studies Limited. 2013. p. 107-114. (Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society).