Performance Prediction Network for Serial Manipulators Inverse Kinematics solution Passing Through Singular Configurations

摘要

This paper is devoted to the application of Artificial Neural Networks (ANN) to the solution of the Inverse Kinematics (IK) problem for serial robot manipulators, in this study two networks were trained and compared to examine the effect of considering the Jacobian Matrix to the efficiency of the IK solution.