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A simulational comparison of intelligent control algorithms on a direct drive manipulator

✍ Scribed by Ertuğrul Akbaş; E. Murat Esin

Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
213 KB
Volume
49
Category
Article
ISSN
0921-8890

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✦ Synopsis

This paper investigates the control of nonlinear systems by neural networks and fuzzy logic. As the control methods, Gaussian neuro-fuzzy variable structure (GNFVS), feedback error learning architecture (FELA) and direct inverse modeling architecture (DIMA) are studied, and their performances are comparatively evaluated on a two degrees of freedom direct drive robotic manipulator with respect to trajectory tracking performance, computational complexity, design complexity, RMS errors, necessary training time in learning phase and payload variations.

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