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An explicit solution for the robot arm controller, optimal in the linear quadratic sense, is obtained. Based on this formulation, a PID controller with acceleration feedback is proposed which is computationally efficient and robust relative to variations in the dynamic model and external disturbances.
Luo et al. (Tue,) studied this question.