Feedforward Backpropagation Artificial Neural Network for Modeling the Forward Kinematics of a Robotic Manipulator

Author:

Bouzid Rania1,Narayan Jyotindra2,Gritli Hassène3

Affiliation:

1. University of Carthage RISC Laboratory (LR16ES07),Higher Institute of Information and Communication Technologies,Tunis,Tunisia,1164

2. Indian Institute of Technology Guwahati,Mechatronics and Robotics Laboratory Department of Mechanical Engineering,Guwahati,India,781039

3. University of Tunis El Manar,Laboratory of Robotics, Informatics and Complex Systems (RISC Lab - LR16ES07) National Engineering School of Tunis,Tunis,Tunisia,1002

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Investigating Feed-Forward Back-Propagation Neural Network with Different Hyperparameters for Inverse Kinematics of a 2-DoF Robotic Manipulator: A Comparative Study;Chaos Theory and Applications;2024-06-30

2. Synergistic modeling for precision in electrochemical discharge mechanism: a triad of 3D finite element, ANN, and regression approaches;Multiscale and Multidisciplinary Modeling, Experiments and Design;2024-04-29

3. Exploring Neural Networks for Forward Kinematics of the Robotic Arm with Different Length Configurations: A Comparative Analysis;2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI);2024-03-14

4. Artificial Neural Networks for the Forward Kinematics of a SCARA Manipulator: A Comparative Study with Two Datasets;2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS);2024-01-28

5. Investigating Neural Network Hyperparameter Variations in Robotic Arm Inverse Kinematics for Different Arm Lengths;2024 Third International Conference on Power, Control and Computing Technologies (ICPC2T);2024-01-18

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