Artificial neural network-based kinematics Jacobian solution for serial manipulator passing through singular configurations
Singularities and uncertainties in arm configurations are the main problems in kinematics robot control resulting from applying robot model, a solution based on using Artificial Neural Network (ANN) is proposed here. The main idea of this approach is the use of an ANN to learn the robot system chara...
Main Authors: | , , , , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2010
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Online Access: | http://psasir.upm.edu.my/id/eprint/11846/1/11846.pdf |