Title
Collision Avoidance Algorithms: Multi-agent Approach
Abstract
The paper deals with the methods for detection and avoidance of collisions of autonomously moving vehicles utilizing the principles and techniques of multi-agent systems. Three different scenarios are discussed: (i) movement of AGVs in 2D space with fixed trajectories, (ii) movement of autonomous robots in an open 2D space and (iii) collision-free flights of unmanned aerial vehicles. For each category, an agent-based solution is proposed. Presented experiments show that the cooperative approach to detecting and avoiding collisions based on negotiation and goal sharing of agents, representing vehicles, seems to be highly efficient. The multi-layer architecture combining cooperative approach with algorithms based on dynamic no-access zones for avoiding non-cooperative vehicles provides good results in generating collision-free flight corridors.
Year
DOI
Venue
2007
10.1007/978-3-540-74481-8_33
HoloMAS
Keywords
Field
DocType
cooperative approach,autonomous robot,collision-free flight,goal sharing,fixed trajectory,collision-free flight corridor,collision avoidance algorithms,dynamic no-access zone,agent-based solution,presented experiment,multi-agent approach,different scenario,layered architecture,multi agent system
Obstacle avoidance,Collision detection,Algorithm,Collision,Multi agent approach,Engineering,Robot
Conference
Volume
ISSN
Citations 
4659
0302-9743
3
PageRank 
References 
Authors
0.52
11
5
Name
Order
Citations
PageRank
Pavel Vrba137034.60
Vladimir Mařík248663.00
Libor Preucil340247.28
Miroslav Kulich416422.12
David Šišlák5183.12