A Dual Neural Network as an Identifier for a Robot Arm

A novel dual recurrent neural network is presented and is used to identify the dynamics for a robot arm with three-Degrees of freedom (DoF) and trained with a filtered error algorithm. The dual neural network has a structure of two recurrent neural networks working simultaneously fighting each other...

Full description

Bibliographic Details
Main Authors: Sergio Alvarez Rodríguez, Carlos E. Castañeda Hernández
Format: Article
Language:English
Published: SAGE Publishing 2015-04-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/58760