flexible-joint-manipulator
There are 0 repository under flexible-joint-manipulator topic.
kiankhaneghahi / Flexible-Joint-Manipulator-Observer-In-The-Form-Of-A-Stable-Neural-Network
In this project, an observer in the form of a stable neural network is proposed for any nonlinear MIMO system. As a result of experience, this observer utilizes a nonlinear in parameter neural network (NLPNN) which unlike LPNN, supports systems with higher degree of nonlinearity with no pre-knowledge of its dynamics. The learning rule for this neural network is based on the back-propagation method with a small modification. In addition, in order to guarantee the robustness of the observer, an e-modification term is added. Also, it is noted that there are no hard constraints like SPR on this method. Subsequently, the stability of this neural network observer is guaranteed by Lyapunov's direct method. At the end, the simulation results for a flexible-joint manipulator with this observer is demonstrated.
Language:MATLAB 13Walid-khaled / Regulation-and-Trajectory-Tracking-of-Flexible-Joint-Link
Regulation and trajectory tracking of flexible joint link. State transformation and feedback linearization are applied. It is a solution of Assignment2 in Fundamentals of Robot Control course for ROCV master's program at Innopolis University.
Language:Jupyter Notebook 1