Title :
Biomimetic algorithms for coordinated motion: Theory and implementation
Author :
Halder, Udit ; Dey, Biswadip
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
Drawing inspiration from flight behavior in biological settings (e.g. territorial battles in dragonflies, and flocking in starlings), this paper demonstrates two strategies for coverage and flocking. Using earlier theoretical studies on mutual motion camouflage, an appropriate steering control law for area coverage has been implemented in a laboratory test-bed equipped with wheeled mobile robots and a Vicon high speed motion capture system. The same test-bed is also used to demonstrate another strategy (based on local information), termed topological velocity alignment, which serves to make agents move in the same direction. The present work illustrates the applicability of biological inspiration in the design of multi-agent robotic collectives.
Keywords :
biology; mobile robots; multi-agent systems; Vicon high speed motion capture system; biological settings; biomimetic algorithms; coordinated motion; coverage; flight behavior; flocking; laboratory test-bed; local information; multi-agent robotic collectives; mutual motion camouflage; steering control law; topological velocity alignment; wheeled mobile robots; Dynamics; Manifolds; Mobile robots; Robot sensing systems; Shape; Trajectory; Autonomous Navigation; Distributed Robot Systems; Path Planning for Multiple Mobile Robots or Agents; Wheeled Robots;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7139957