A neural network-based robot controller

Y. Derbal, Mohamed M. Bayoumi · 2003

A neural network robot controller and a learning rule that is appropriate to closed-loop control of robot manipulators in particular and to dynamic systems in general are proposed. The stability of the closed-loop system is addressed using the input-output stability theory. Extensive simulations have been carried out to study the performance of the proposed neural network controller when applied to a two-degree-of-freedom robot arm.>

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