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Motivated by the passivity-based robot control scheme under unknown dynamics, a self-tuning PD controller with bounded time-varying gains is proposed for trajectory tracking of robot manipulators. The tuning procedure is synthesized on-line by means of a neuro-fuzzy recurrent scheme which produces smooth control input for smooth desired trajectories. Semi-global exponential stability of the closed-loop...
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