具有动量增益的腿式机构设计

Brandon J. DeHart, D. Kulić
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引用次数: 2

摘要

任何移动的双足系统都有两个主要目标:运动和平衡。这些行为都需要双足动物有效地移动其质心。在这项工作中,我们定义了一个优化框架,该框架可用于设计两足动物,使其移动COM的能力最大化,而无需定义相关的控制器或轨迹。我们在我们的目标函数中使用角动量增益,这是一个衡量系统基于其物理特性移动其COM的效率的指标。作为比较,我们还在一组轨迹上使用基于运输成本的目标函数来优化模型,并表明它提供了类似的结果。然而,运输成本的计算需要缓慢的混合动力学方程和手工设计的轨迹,而角动量增益的计算只需要在每个感兴趣的构型上的关节空间惯性矩阵。
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Legged mechanism design with momentum gains
There are two main goals for any mobile, bipedal system: locomotion and balance. These behaviors both require the biped to effectively move its center of mass (COM). In this work, we define an optimization framework which can be used to design a biped that maximizes its ability to move its COM, without having to define an associated controller or trajectory. We use angular momentum gain in our objective function, a measure of how efficiently a system can move its COM based on its physical properties. As a comparison, we also optimize the model using a cost of transport-based objective function over a set of trajectories and show that it provides similar results. However, the cost of transport calculation requires slow hybrid dynamics equations and hand-designed trajectories, whereas the angular momentum gain calculation requires only the joint space inertia matrix at each configuration of interest.
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