Title :
Hierarchical traffic control for partially decentralized coordination of multi AGV systems in industrial environments
Author :
Digani, Valerio ; Sabattini, Lorenzo ; Secchi, Cristian ; Fantuzzi, Cesare
Author_Institution :
Dept. of Sci. & Methods for Eng. (DISMI), Univ. of Modena & Reggio Emilia, Modena, Italy
fDate :
May 31 2014-June 7 2014
Abstract :
This paper deals with decentralized coordination of Automated Guided Vehicles (AGVs). We propose a hierarchical traffic control algorithm, that implements path planning on a two layer architecture. The high-level layer describes the topological relationships among different areas of the environment. In the low-level layer, each area includes a set of fixed routes, along which the AGVs have to move. An algorithm is also introduced for the automatic definition of the route map itself. The coordination among the AGVs is obtained exploiting shared resources (i.e. centralized information) and local negotiation (i.e. decentralized coordination). The proposed strategy is validated by means of simulations using real plant.
Keywords :
decentralised control; hierarchical systems; mobile robots; multi-robot systems; path planning; traffic control; vehicles; automated guided vehicles; hierarchical traffic control; industrial environments; multi AGV systems; partially decentralized coordination; path planning; Computer architecture; Materials; Optimization; Path planning; Prediction algorithms; Splines (mathematics); Vectors;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6907764