Online Non-linear Centroidal MPC for Humanoid Robots Payload Carrying with Contact-Stable Force Parametrization

M Elobaid, G Romualdi, G Nava… - … on Robotics and …, 2023 - ieeexplore.ieee.org
2023 IEEE International Conference on Robotics and Automation (ICRA), 2023ieeexplore.ieee.org
In this paper we consider the problem of allowing a humanoid robot that is subject to a
persistent disturbance, in the form of a payload-carrying task, to follow given planned
footsteps. To solve this problem, we combine an online nonlinear centroidal Model
Predictive Controller-MPC with a contact stable force parametrization. The cost function of
the MPC is augmented with terms handling the disturbance and regularizing the parameter.
The performance of the resulting controller is validated both in simulations and on the …
In this paper we consider the problem of allowing a humanoid robot that is subject to a persistent disturbance, in the form of a payload-carrying task, to follow given planned footsteps. To solve this problem, we combine an online nonlinear centroidal Model Predictive Controller - MPC with a contact stable force parametrization. The cost function of the MPC is augmented with terms handling the disturbance and regularizing the parameter. The performance of the resulting controller is validated both in simulations and on the humanoid robot iCub. Finally, the effect of using the parametrization on the computational time of the controller is briefly studied.
ieeexplore.ieee.org
以上显示的是最相近的搜索结果。 查看全部搜索结果