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LQR Control of an Under Actuated Planar Biped Robot

机译:LQR控制在驱动平面箱中的烫发机器人

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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:现代机器人系统完全致力于自己的完整信息及其直接环境。如果面对失败或损坏,机器人系统无法正常运行,可以迅速损坏自己。在本文中,我们研究了致动五维自由度平面的下的运动控制。一旦建立了完全致动的系统,就通过去除特定的关节执行器来驱动来进行。这是为了代表失败或无响应的执行器电动机的形式对机器人系统的损坏表示。然后设计用于线性二次调节器(LQR)控制器,以允许置于驱动(损坏的)机器人系统以继续遵循人类的行走步态。利用在致动控制下,在不使用不受控制的关节的情况下预先形成行走步态,与完全致动的系统性能进行了比较了整体效果。仿真结果表明,即使Biped模型是高度非线性的,基于单个支撑阶段的开头基于线性化模型设计的单个LQR控制器也足以执行所需的行走步态。本研究证明了LQR控制对DISMATION致动的双链机器人的有效性。

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