Article ; Online: A neural flexible PID controller for task-space control of robotic manipulators.
2023 Volume 9, Page(s) 975850
Abstract: This paper proposes an adaptive robust Jacobian-based controller for task-space position-tracking control of robotic manipulators. Structure of the controller is built up on a traditional Proportional-Integral-Derivative (PID) framework. An additional ... ...
Abstract | This paper proposes an adaptive robust Jacobian-based controller for task-space position-tracking control of robotic manipulators. Structure of the controller is built up on a traditional Proportional-Integral-Derivative (PID) framework. An additional neural control signal is next synthesized under a non-linear learning law to compensate for internal and external disturbances in the robot dynamics. To provide the strong robustness of such the controller, a new gain learning feature is then integrated to automatically adjust the PID gains for various working conditions. Stability of the closed-loop system is guaranteed by Lyapunov constraints. Effectiveness of the proposed controller is carefully verified by intensive simulation results. |
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Language | English |
Publishing date | 2023-01-04 |
Publishing country | Switzerland |
Document type | Journal Article |
ZDB-ID | 2781824-X |
ISSN | 2296-9144 ; 2296-9144 |
ISSN (online) | 2296-9144 |
ISSN | 2296-9144 |
DOI | 10.3389/frobt.2022.975850 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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