Neural networks design and training for safe human-robot cooperation

In the present paper, a neural network (NN) is proposed for detecting the human-manipulator collisions. Because of that purpose, three types of NNs are designed and trained named as; multilayer feedforward, cascaded forward, and recurrent NNs. The NN is designed based on the joints’ dynamics of the...

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Bibliographic Details
Main Authors: Abdel-Nasser Sharkawy, Ahmed A. Mostfa
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Journal of King Saud University: Engineering Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1018363921000209