adaptive four-channel neuro-fuzzy control of a master-slave robot

adaptive four-channel neuro-fuzzy control of a master-slave robot

;Watcharin Po-Ngaen
thai journal of obstetrics and gynaecology 2013 Vol. 10 pp. -
166
po-ngaen2013internationaladaptive

Abstract

In bilateral control of tele-manipulation based on a conventional approach, there are deficiencies in stability robustness and manoeuvrability against variations in the dynamics of the master input device and the task environment. In this study, an adaptive four-channel neuro-fuzzy bilateral control scheme is proposed. To evaluate whether the proposed algorithm is a suitable technique for improving the robustness and manoeuvrability of tele-robot implementation, four-channel neuro-fuzzy and classical bilateral control frameworks have been investigated in a simulation experiment. Distinct bilateral control schemes in the form of four-channel intelligent control and the classic form of position–force and position -position have been implemented and compared using a one degree of freedom (DOF) master-slave system. The experimental results show that the application of a four-channel neuro-fuzzy control strategy effectively improves the overall performance.

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153776
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