Title :
Research on application of fish swarm behaviour in intelligent transportation system
Author :
Lei Lai ; Shiru Qu
Author_Institution :
Sch. of Autom. Control, Northwestern Polytech. Univ., Xi´an, China
Abstract :
Intelligent transportation system (ITS) is a hot issue that makes many countries intensify efforts in research of the area, the solutions for some traffic problems, such as, congestion or traffic safety are improved by the ITS. Intelligent driving assistance system which is one important branch in ITS, is wildly used in modern vehicles, but these devices are only based on one single car. It is well known that fish school shows perfect swarm behavior which is widely considered as a typical example of self-organized grouping in which fish individuals perform a unified collective action. In this paper, the theory of fish school is applied to ITS. We use an improved artificial potential field to construct the model of fish group behavior, under some certain constraints. We propose a novel concept for multi vehicles travel coordinative control law inspired by fish group behavior, by which makes the cars motion with unified collective action and reinforce the ability of active safety and traffic capacity. In order to illustrate the validity of the strategy, the algorithm is applied in two typical traffic problems: the traffic bottleneck and the obstacle avoidance, and the simulation results show the validity and the feasibility of this idea.
Keywords :
automated highways; collision avoidance; particle swarm optimisation; road safety; road traffic control; artificial potential field; fish group behavior model; fish school theory; fish swarm behaviour; intelligent driving assistance system; intelligent transportation system; multivehicle travel coordinative control law; obstacle avoidance; self-organized grouping; swarm behavior; traffic bottleneck; traffic congestion; traffic safety; active safety; automated highways; fish school; intelligent transport system; intelligent vehicles;
Conference_Titel :
Advanced Forum on Transportation of China (AFTC 2011), 7th
Conference_Location :
Beijing
Electronic_ISBN :
978-1-84919-571-3
DOI :
10.1049/cp.2011.1403