Adaptive Control of 4-DoF Robot manipulator
This work addresses uncertainties in robot manipulator parameters for experimental robotics, but it appears incremental as it applies an existing adaptive control approach to a specific 4-DoF case.
The researchers tackled the problem of uncertain dynamical parameters in a 4-DoF robot manipulator by designing an adaptive control strategy, which was tested on a simulator to adjust for changes in properties.
In experimental robotics, researchers may face uncertainties in parameters of a robot manipulator that they are working with. This uncertainty may be caused by deviations in the manufacturing process of a manipulator, or changes applied to manipulator in the lab for sake of experiments. Another situation when dynamical and inertial parameters of a robot are uncertain arises, is the grasping of objects by a manipulator. In all these situations there is a need for adaptive control strategies that would identify changes in dynamical properties of manipulator and adjust for them. This article presents a work on designing of an adaptive control strategy for 4-DoF manipulator with uncertain dynamical properties, and outcomes of testing of this strategy applied to control of simulator of robot.