Fault-tolerant multi-agent control architecture for autonomous mobile manipulators: Simulation results

Fault-tolerant multi-agent control architecture for autonomous mobile manipulators. •We propose a generic multi-agent control architecture for mobile manipulators.•Robot complex mathematical models are not required, so computing time is reduced.•The strategy is fault-tolerant to breakdowns without n...

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Bibliographic Details
Published in:Computers & electrical engineering 2015-04, Vol.43, p.238-256
Main Authors: Hentout, Abdelfetah, Messous, Mohamed Ayoub, Bouzouia, Brahim
Format: Article
Language:English
Subjects:
Computer simulation
Fault tolerance
Fault-tolerant architecture
Manipulators
Mathematical analysis
Mathematical models
Mobile manipulators
Multi-agent control architecture
Multiagent systems
Reaching tasks
Robot arms
Robots
RobuTER/ULM
Simulation-Verification technique
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Summary:Fault-tolerant multi-agent control architecture for autonomous mobile manipulators. •We propose a generic multi-agent control architecture for mobile manipulators.•Robot complex mathematical models are not required, so computing time is reduced.•The strategy is fault-tolerant to breakdowns without needing specific treatments.•The proposed approach works in 3D environments with high dof mobile manipulators.•Accuracy of the proposed approach is good comparatively to classical approaches. This paper presents our ongoing efforts toward the development of a multi-agent distributed framework for autonomous control of mobile manipulators. The proposed scheme assigns a reactive agent to control each degree-of-freedom of the manipulator(s), a hybrid agent to control the mobile base, and a supervisory agent to coordinate and synchronize the work of the control agents. Each control agent implements a Simulation-Verification technique to optimize, locally and independently from the other agents, a predefined objective function. The final goal consists of bringing the end-effector as close as possible to imposed operational targets (reaching tasks). Different simulation scenarios are described and carried out for the case of RobuTER/ULM robot, with and without considering failures of some articulations of the manipulator or the mobile base. Results show that the main advantage of the proposed approach is that the system pledges a fault-tolerant response to some breakdowns without needing any specific additional treatment.
ISSN:0045-7906
1879-0755
DOI:10.1016/j.compeleceng.2015.03.002