Adaptive Control of Euler-Lagrange Systems under Time-varying State Constraints without a Priori Bounded Uncertainty
Sankaranarayanan, Viswa Narayanan, Satpute, Sumeet Gajanan, Roy, Spandan, Nikolakopoulos, George
–arXiv.org Artificial Intelligence
In this article, a novel adaptive controller is designed for Euler-Lagrangian systems under predefined time-varying state constraints. The proposed controller could achieve this objective without a priori knowledge of system parameters and, crucially, of state-dependent uncertainties. The closed-loop stability is verified using the Lyapunov method, while the overall efficacy of the proposed scheme is verified using a simulated robotic arm compared to the state of the art.
arXiv.org Artificial Intelligence
Oct-31-2023