Title :
A swarm aggregation algorithm based on local interaction with actuator saturations and integrated obstacle avoidance
Author :
Leccese, Antonio ; Gasparri, Andrea ; Priolo, Attilio ; Oriolo, Giuseppe ; Ulivi, Giovanni
Author_Institution :
Dept. of Eng., Univ. of “Roma Tre”, Rome, Italy
Abstract :
In this paper, a novel decentralized swarm aggregation algorithm for multi-robot systems with an integrated obstacle avoidance is proposed. In this framework, the interaction among robots is limited to their visibility neighborhood, i.e., robots that are within the visibility range of each other. Furthermore, to better comply with the hardware/software limitations of mobile robotic platforms, robots actuators are assumed to be saturated. A theoretical characterization of the main properties of the proposed swarm aggregation algorithm is provided. Simulations have been carried out to validate the theoretical results and experiments have been performed with a team of low-cost mobile robots to demonstrate the effectiveness of the proposed approach in real scenario.
Keywords :
collision avoidance; mobile robots; multi-robot systems; actuator saturations; decentralized swarm aggregation algorithm; mobile robotic platforms; multirobot systems; obstacle avoidance; visibility neighborhood; Actuators; Collision avoidance; Equations; Laplace equations; Multi-robot systems; Robot kinematics;
Conference_Titel :
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location :
Karlsruhe
Print_ISBN :
978-1-4673-5641-1
DOI :
10.1109/ICRA.2013.6630823