Title :
Fuzzy Logic Based Cyclists´ Path Planning Behavioral Model in Mixed Traffic Flow
Author :
Huang, Ling ; Wu, Jianping
Author_Institution :
Sch. of Civil & Transp. Eng., South China Univ. of Technol. (SCUT), Guangzhou
Abstract :
Bicycle is a man-powered, relatively low speed agile and vulnerable traffic mode. The paper presents a fuzzy logic based behavioural model to describe cyclist path planning behaviours at unsignalized intersections in mixed traffic flow situations (with many conflicts among motorcars, non-motor vehicles and pedestrians). Field data were collected for fuzzy logic modelling and for model calibration and validation, and the simulation results are promising. The model could be used in mixed traffic flow simulation and path planning models for personal mobility vehicles (PMVs).
Keywords :
fuzzy logic; path planning; road traffic; traffic engineering computing; bicycle; cyclist path planning behavioral model; fuzzy logic; mixed traffic flow; personal mobility vehicle; Analytical models; Bicycles; Delay effects; Fuzzy logic; Hazards; Intelligent transportation systems; Path planning; Road transportation; Traffic control; Vehicles;
Conference_Titel :
Intelligent Transportation Systems, 2008. ITSC 2008. 11th International IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2111-4
Electronic_ISBN :
978-1-4244-2112-1
DOI :
10.1109/ITSC.2008.4732670