Adaptive Fuzzy Finite-Time Singular Perturbation Control for Flexible Joint Manipulators With State Constraints
An adaptive fuzzy finite-time singular perturbation control is proposed for flexible joint manipulators with state constraints. First, the flexible joint manipulator system is decoupled into a rigid subsystem and a fast subsystem through singular perturbation technique. Second, a finite-time controller is introduced to improve the response speed of the rigid subsystem so that it can converge within a finite time. And then, all the rigid subsystem states are confined within the scope of the constraint by the barrier Lyapunov function. Third, the model’s uncertainties and unknown external disturbances are handled by adaptive fuzzy technique. Finally, the effectiveness of the new control scheme is illustrated by the simulation.
Authors
- Rui Qi
- Jinpeng Yu (ORCID: https://orcid.org/0000-0002-5432-1702)
- Hak‐Keung Lam (ORCID: https://orcid.org/0000-0002-6572-7265)
- Jiapeng Liu (ORCID: https://orcid.org/0000-0002-5014-9490)
Institutions
- Qingdao University (CN)
- King's College School (GB)
Publication Details
- Journal
- IEEE Transactions on Systems Man and Cybernetics Systems
- Published
- 2024-09-16
- DOI
- https://doi.org/10.1109/tsmc.2024.3446172
- Citations
- 9
- Primary Topic
- Dynamics and Control of Mechanical Systems
- Type
- article
- Field-Weighted Citation Impact
- 2.95
Funders
- National Natural Science Foundation of China