Experimental Comparison of Model-Free Nonlinear Controllers on a 4-Degrees-Of-Freedom SCARA Robot
This paper presents the construction of an experimental platform consisting of a 4-degrees-of-freedom SCARA robot. The proposed platform is designed to quickly test nonlinear controllers experimentally. The code is written in C++, which is both flexible and efficient, resulting in a 2 ms sample time for the closed-loop controller. Additionally, a model-free adaptive controller is proposed in this work, which uses the direct kinematics of the robot to construct a pseudo-regressor. The proposed approach demonstrated superior performance when compared experimentally with two other model-free controllers and a classical modelbased adaptive controller.
Authors
- Irving P. de la Cruz
- Alejandro Gutiérrez–Giles (ORCID: https://orcid.org/0000-0002-2166-2463)
- Cesar De La Paz
Publication Details
- Journal
- Memorias del Congreso Nacional de Control Automático
- Published
- 2024-12-27
- DOI
- https://doi.org/10.58571/cnca.amca.2024.083
- Primary Topic
- Adaptive Control of Nonlinear Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00