Optimal control of a planar robot manipulator based on the Linear Quadratic Inverse-Dynamics design

Denis Mosconi, A. Siqueira, E. Fonseca
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Abstract

To ensure the correct positioning of the end-effector of robot manipulators is one of the most important objectives of the robotic systems control. Lack of reliability in tracking the reference trajectory, as well as in the desired final positioning compromises the quality of the task to be performed, even causing accidents. The purpose of this work was to propose an optimal controller with an inner loop based on the dynamic model of the manipulator and a feedback loop based on the Linear Quadratic Regulator, in order to ensure that the end effector is in the right place, at the right time. The controller was compared to the conventional PID, presenting better performance, both in the transient response, eliminating overshoot, and steady-state, eliminating the stationary error.
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基于线性二次逆动力学设计的平面机器人机械臂最优控制
保证机械手末端执行器的正确定位是机器人系统控制的重要目标之一。在跟踪参考轨迹以及期望的最终定位方面缺乏可靠性会影响要执行的任务的质量,甚至会导致事故。本工作的目的是提出一种基于机械臂动力学模型的内环和基于线性二次型调节器的反馈环的最优控制器,以确保末端执行器在正确的时间处于正确的位置。与传统的PID相比,该控制器在瞬态响应中消除超调,在稳态中消除平稳误差方面表现出更好的性能。
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