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Robust control of underactuated bipeds using sliding modes

机译:使用滑模对欠驱动两足动物进行鲁棒控制

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摘要

The purpose of this paper is to present a robust tracking control algorithm for underactuated biped robots capable of self-balancing in the presence of external disturbances. The biped is modeled as a five-link planar robot with four actuators located at hip and knee joints. A sliding mode control law has been developed for the biped to follow a human-like gait trajectory while keeping the torso nearly upright. The control forces are calculated by defining four first-order sliding surfaces as a linear combination of the torso and the four joint tracking errors. The control approach is shown to guarantee that all trajectories will reach and stay on these surfaces during each step, while the walking cycle stability is maintained through a Lyapunov function. The criteria for asymptotic stability of the surfaces are presented and a numerical search method is implemented for the selection of the corresponding surface parameters. The paper further investigates the robustness of the controller in response to disturbances. Numerical simulations demonstrate the tracking stability of the biped's multistep walk and its human-like response to an external disturbance.
机译:本文的目的是提出一种鲁棒的跟踪控制算法,该算法用于欠驱动的Biped机器人,能够在存在外部干扰的情况下实现自平衡。将两足动物建模为五连杆平面机器人,在臀部和膝盖关节处有四个执行器。已经为两足动物开发了一种滑模控制法则,使其遵循人的步态轨迹,同时保持躯干几乎直立。通过将四个一阶滑动面定义为躯干和四个关节跟踪误差的线性组合来计算控制力。示出了控制方法,以确保在每个步骤中所有轨迹将到达并停留在这些表面上,同时通过Lyapunov函数保持步行周期的稳定性。提出了表面渐近稳定性的标准,并采用数值搜索方法来选择相应的表面参数。本文进一步研究了控制器对干扰的鲁棒性。数值模拟证明了Biped的多步步行的跟踪稳定性及其对外部干扰的类人响应。

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