Neural Network-Based Classifier for Collision Classification and Identification for a 3-DOF Industrial Robot

In this paper, the aim is to classify torque signals that are received from a 3-DOF manipulator using a pattern recognition neural network (PR-NN). The output signals of the proposed PR-NN classifier model are classified into four indicators. The first predicts that no collisions occur. The other th...

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Bibliographic Details
Main Authors: Khaled H. Mahmoud, G. T. Abdel-Jaber, Abdel-Nasser Sharkawy
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Automation
Subjects:
Online Access:https://www.mdpi.com/2673-4052/5/1/2