DocumentCode
716336
Title
Distributed centroid estimation and motion controllers for collective transport by multi-robot systems
Author
Habibi, Golnaz ; Kingston, Zachary ; Xie, William ; Jellins, Mathew ; McLurkin, James
Author_Institution
Comput. Sci., Rice Univ., Houston, TX, USA
fYear
2015
fDate
26-30 May 2015
Firstpage
1282
Lastpage
1288
Abstract
This paper presents four distributed motion controllers to enable a group of robots to collectively transport an object towards a guide robot. These controllers include: rotation around a pivot robot, rotation in-place around an estimated centroid of the object, translation, and a combined motion of rotation and translation in which each manipulating robot follows a trochoid path. Three of these controllers require an estimate of the centroid of the object, to use as the axis of rotation. Assuming the object is surrounded by manipulator robots, we approximate the centroid of the object by measuring the centroid of the manipulating robots. Our algorithms and controllers are fully distributed and robust to changes in network topology, robot population, and sensor error. We tested all of the algorithms in real-world environments with 9 robots, and show that the error of the centroid estimation is low, and that all four controllers produce reliable motion of the object.
Keywords
approximation theory; distributed control; manipulators; mobile robots; motion control; multi-robot systems; centroid measurement; collective transport; combined rotation-and-translation notion; distributed centroid estimation; distributed motion controllers; manipulator robots; multirobot systems; network topology; object centroid approximation; pivot robot; robot population; rotation in-place; sensor error; translation; trochoid path; Educational robots; Estimation; Grippers; Manipulators; Robot kinematics; Robot sensing systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location
Seattle, WA
Type
conf
DOI
10.1109/ICRA.2015.7139356
Filename
7139356
Link To Document