Title :
On the possibility of Priority-Based Road Traffic Control
Author :
Senda, Yoshiaki ; Tanev, Ivan ; Shimohara, Katsunori
Author_Institution :
Grad. Sch. of Inf. Eng., Doshisha Univ., Kyoto
Abstract :
In this paper, we propose a priority-based road traffic control (PBC). PBC is a sort of multi-agent system, assuming autonomous vehicles as agents, in which road traffic should be controlled through interactions between the intelligent car agents. PBC protocol is the common protocol through which the car agents negotiate their priorities when their driving lines mutually interfere, in order to determine the order of crossing a given intersection. We applied genetic programming to evolve the dynamic formula of setting the priorities so that the PBC protocol allows for adaptive and efficient road traffic control even without traffic signals. The conducted simulations verify the efficiency of the proposed PBC, and compared the latter with some other methods. We generalize that the proposed PBC is quite efficient in that it improves the road traffic in an intersection even without the need of traffic signals.
Keywords :
automobiles; genetic algorithms; multi-agent systems; protocols; road traffic; traffic engineering computing; PBC protocol; autonomous vehicles; genetic programming; intelligent car agents; multi-agent system; priority-based road traffic control; Control systems; Genetic programming; Intelligent agent; Intelligent vehicles; Mobile robots; Multiagent systems; Protocols; Remotely operated vehicles; Road vehicles; Traffic control; Genetic Programming; Multi-Agent Simulation; Road Traffic Control; Signal-less Intersection;
Conference_Titel :
SICE Annual Conference, 2008
Conference_Location :
Tokyo
Print_ISBN :
978-4-907764-30-2
Electronic_ISBN :
978-4-907764-29-6
DOI :
10.1109/SICE.2008.4654899