Control of robot manipulators with uncertain closed architecture using neural networks

GD Khan - Intelligent Service Robotics, 2024 - Springer
This paper presents a novel neural network-based control approach designed for industrial
robot manipulators characterized by uncertain closed architectures and unknown dynamics …

Adaptive Neural Network Control Framework for Industrial Robot Manipulators

GD Khan - IEEE Access, 2024 - ieeexplore.ieee.org
Controlling closed architecture industrial robot manipulators poses significant challenges
due to limited access to inner controller configurations and specific control gain structures …

Adaptive neural task space control for robot manipulators with unknown and closed control architecture under random vibrations

CM Aba, JJBM Ahanda, A Melingui, R Merzouki - IEEE Access, 2022 - ieeexplore.ieee.org
Robot manipulators are now used in various domains and environments, where they can be
subjected to random vibrations. Random vibrations mainly affect the torque control signal …