Title :
A general algorithm for robot formations using local sensing and minimal communication
Author :
Fredslund, Jakob ; Mataric, Maja J.
Author_Institution :
Dept. of Comput. Sci., Aarhus Univ., Arhus, Denmark
fDate :
10/1/2002 12:00:00 AM
Abstract :
We study the problem of achieving global behavior in a group of distributed robots using only local sensing and minimal communication, in the context of formations. The goal is to have N mobile robots establish and maintain some predetermined geometric shape. We report results from extensive simulation experiments, and 40+ experiments with four physical robots, showing the viability of our approach. The key idea is that each robot keeps a single friend at a desired angle θ, using some appropriate sensor. By panning the sensor by θ degrees, the goal for all formations becomes simply to center the friend in the sensor´s field of view. We also present a general analytical measure for evaluating formations and apply it to the position data from both simulation and physical robot experiments. We used two lasers to track the physical robots to obtain ground truth validation data.
Keywords :
collision avoidance; mobile robots; multi-robot systems; robot vision; friend; general analytical measure; global behavior; laser tracking; local sensing; minimal communication; mobile robots; panning; position data; robot formations; Computer science; Context; Mobile communication; Mobile robots; Position measurement; Robot kinematics; Robot sensing systems; Robotics and automation; Robust stability; Shape;
Journal_Title :
Robotics and Automation, IEEE Transactions on
DOI :
10.1109/TRA.2002.803458