Title :
Platoon-based multi-agent intersection management for connected vehicle
Author :
Qiu Jin ; Guoyuan Wu ; Boriboonsomsin, Kanok ; Barth, Matthew
Author_Institution :
Dept. of Electr. Eng., Univ. of California Riverside, Riverside, CA, USA
Abstract :
As wireless communication advances, multi-agent system (MAS) approaches to intersection traffic management have received increased attention. In this paper, we propose an improved multi-agent intersection management system where vehicle agents may form platoons using connected vehicles technologies. Traffic performance measures in terms of mobility and environmental sustainability were evaluated through a series of simulation studies, along with an analysis of the communication load of the system. Compared to the conventional traffic signal control system, the proposed platoon-based multi-agent intersection management system can shorten the average travel time by as much as 30% and reduce the fuel consumption and carbon dioxide emissions by around 23%, when the traffic volume is high. In comparison with a non-platoon-based multi-agent intersection management system, the proposed system can reduce the communication loads of an intersection management agent by up to 90% and exhibits strong robustness against the variation of traffic volumes.
Keywords :
multi-agent systems; road traffic; road vehicles; traffic engineering computing; MAS; average travel time reduction; carbon dioxide emission reduction; connected vehicles technologies; environmental sustainability; fuel consumption reduction; mobility; platoon-based multiagent intersection management system; system communication load analysis; traffic performance measures; traffic signal control system; traffic volume; vehicle agents; vehicle-to-vehicle communication; Acceleration; Fuels; Multi-agent systems; Traffic control; Trajectory; Vehicles; Intelligent transportation systems (ITS); Multi-agent system (MAS); platooning; traffic control;
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
DOI :
10.1109/ITSC.2013.6728436