两足行走中台阶高度和长度的连续调制,结合反射和中央模式发生器

P. Greiner, N. V. D. Noot, A. Ijspeert, R. Ronsse
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引用次数: 2

摘要

在复杂和非结构化环境中部署人形机器人需要开发高效和自适应的运动控制器。从这个角度来看,生物灵感带来了希望,因为已知人类既具有节能步态,又具有通过前进速度、步长和高度等几个特征来调节步态的能力。在本文中,我们报告了一种仿生双足行走控制器的开发,该控制器可以在大范围内实现台阶高度和长度的控制调制。该控制器建立在我们之前的工作基础上,我们将中央模式发生器(CPG)和反射式调制与一层提供类似人类腿部阻抗的虚拟肌肉相结合。在这里,我们首先报告了一个灵敏度分析,该分析用于识别控制器的许多参数中可以实际调制阶跃高度和长度的参数。然后,我们报告了在大参数空间上说明这种受控调制的实验结果。
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Continuous Modulation of Step Height and Length in Bipedal Walking, Combining Reflexes and a Central Pattern Generator
Deploying humanoid robots in complex and unstructured environments requires the development of efficient and adaptive locomotion controllers. Bio-inspiration holds promises in this perspective, since humans are known to have both an energy efficient gait, and the capacity to modulate it across several features like forward speed and step length and height. In this paper, we report the development of a bio-inspired controller for bipedal walking that can achieve controlled modulations of the step height and length over a large range. This controller builds upon our previous work where we combined both a Central Pattern Generator (CPG) and reflex-like modulations with a layer of virtual muscles providing human-like leg impedance. Here, we report first a sensitivity analysis that was performed to identify those among the many parameters of our controller that can actually modulate the step height and length. Then, we report experimental results illustrating such controlled modulations over a large parameter space.
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