End-Effector Pose Correction for Versatile Large-Scale Multi-Robotic Systems

In this paper, we present a fully-integrated end-effector positioning system for large-scale multi-robotic setups used for non-repetitive manufacturing tasks. The system provides static and dynamic correction of the end-effector pose using an external pose tracking system. It consists of multiple mo...

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Bibliographic Details
Published in:IEEE robotics and automation letters 2019-04, Vol.4 (2), p.546-553
Main Authors: Stadelmann, Lukas, Sandy, Timothy, Thoma, Andreas, Buchli, Jonas
Format: Article
Language:English
Subjects:
Algorithms
Calibration and identification
Cooperating robots
Dynamic correction
End effectors
Error correction
localization
Manufacturing
multi-robot systems
Robot kinematics
Robot sensing systems
robotics in construction
sensor fusion
Service robots
Task analysis
Tracking systems
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Summary:In this paper, we present a fully-integrated end-effector positioning system for large-scale multi-robotic setups used for non-repetitive manufacturing tasks. The system provides static and dynamic correction of the end-effector pose using an external pose tracking system. It consists of multiple modules, which extend the capabilities of the conventional robot setup and fundamentally improve its usability and efficiency, since the user can easily set up, execute, and monitor the manufacturing tasks in a universal reference frame. To increase the performance of closed-loop control of the end-effector pose, a sensor fusion algorithm is implemented for fusing the data of the tracking system iGPS with an IMU. Experiments are carried out, which show a reduction of the average error down to 0.10 mm for the static correction, a significant increase of the measurement quality of the tracking system with the sensor fusion, and a path error below 0.5 mm for the dynamic correction. The presented correction system enables new applications in digital building construction, which require high accuracy target poses spread throughout a large workspace of cooperating robots.
ISSN:2377-3766
2377-3766
DOI:10.1109/LRA.2019.2891499