Title :
Neural Networks Based on TrigonometricSeries for the Control of a Robot
Author :
Ponce, Pedro ; Azcue, E. ; Silva, Joao M. ; Silva, Joao M. ; Fernandez, Raul
Author_Institution :
Inst. Tecnologico de Monterrey, Mexico City
Abstract :
This work shows the design and implementation of a new neural network design based on trigonometric series expansion proposed by Dr. P. Ponce that was applied to control a non linear system (hexapod). In order to prove the capacity of the topology simulation and experimental results are shown. The new topology of the neural network genereted excellent response under new situations presented to the hexapod. A complete description of the topology proposed is presented and explained in detail.
Keywords :
neural nets; nonlinear control systems; robots; hexapod; neural network; nonlinear system; robot control; topology simulation; trigonometric series; Artificial neural networks; Biological neural networks; Control systems; Fuzzy control; Legged locomotion; Mobile robots; Network topology; Neural networks; Neurons; Robot control;
Conference_Titel :
Industrial Technology, 2006. ICIT 2006. IEEE International Conference on
Conference_Location :
Mumbai
Print_ISBN :
1-4244-0726-5
Electronic_ISBN :
1-4244-0726-5
DOI :
10.1109/ICIT.2006.372606