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LQR control of an under actuated planar biped robot

机译:欠驱动平面两足机器人的LQR控制

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Modern robotic systems are fully actuated with full information of themselves and their immediate surroundings. If faced with a failure or damage, robotic systems cannot function properly and can quickly damage themselves. In this paper, we study the motion control of an under actuated five-degree-of-freedom planar biped. Once the fully actuated system is established, it is made under actuated by removing control over a specific joint actuator. This is done to represent damage to the robotic system in the form of a failed or unresponsive actuator motor. A Linear Quadratic Regulator (LQR) controller is then designed to allow the under actuated (damaged) robotic system to continue to follow a human-like walking gait. Using the under actuated control, the walking gait is preformed without the use of the uncontrolled joint and overall effectiveness is compared with the fully actuated system performance. Simulation results indicates that one single LQR controller, designed based on the linearized model at the beginning of the single support phase, is sufficient to perform the desired walking gait even though the biped model is highly nonlinear. This study demonstrates the effectiveness of the LQR control to the under actuated biped robot.
机译:现代机器人系统可以充分利用自身及其周围环境的全部信息来致动。如果遇到故障或损坏,机器人系统将无法正常运行,并且会迅速损坏自身。在本文中,我们研究了欠驱动的五自由度平面Biped的运动控制。一旦建立了完全致动的系统,就可以通过取消对特定关节致动器的控制来使其处于致动状态。这样做是为了以故障或无响应的执行器电机的形式表示对机器人系统的损坏。然后设计一个线性二次调节器(LQR)控制器,以使欠驱动(损坏)的机器人系统继续遵循类似人的步态。使用欠驱动控制,无需使用不受控制的关节即可实现步行步态,并将总效率与完全驱动系统的性能进行比较。仿真结果表明,即使Biped模型是高度非线性的,在单支撑阶段开始时基于线性化模型设计的单个LQR控制器也足以执行所需的步行步态。这项研究证明了LQR控制对欠驱动双足机器人的有效性。

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