Abstract

This paper examines the synthesis of various robust controllers for command tracking of trajectories that excite many of the arm dynamics. The model used for all the designs is a 20 degree of freedom lumped-spring-mass-damper model of 40th order which is reduced to 18th order by balanced truncation. First, a standard linear quadratic Gaussian (LQG) controller is designed and tested, and robustness at the control loop is recovered with a loop transfer recovery (LQG/LTR) controller design. Next, loop transfer recovery (LTR) based on the special coordinate basis analysis of the plant is covered. In order to make the LQG/LTR and LTR controllers more practical, controller reduction is applied using modal residualization and balanced truncation. Next, a 4th order SANDY direct optimization design is covered and experimentally evaluated. Finally, the performance of all the controllers is evaluated experimentally along a nominal trajectory. Results show that the lower order controllers can provide comparable performance to the full-order controllers.

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