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Touch-down condition control for the bipedal spring-mass model in walking

控制理论(社会学) 步态 弹簧(装置) 刚度 两足动物 机器人 地面反作用力 状态空间 计算机科学 模拟 工程类 数学 物理 控制(管理) 人工智能 结构工程 经典力学 运动学 物理医学与康复 生物 医学 统计 古生物学
作者
Hamid Vejdani,Albert Wu,Hartmut Geyer,Jonathan Hurst
出处
期刊:Bioinspiration & Biomimetics [IOP Publishing]
标识
DOI:10.1088/1748-3190/ad9533
摘要

Behaviors of animal bipedal locomotion can be described, in a simplified form, by the bipedal spring-mass model. The model provides predictive power, and helps us understand this complex dynamical behavior. In this paper, we analyzed a range of gaits generated by the bipedal spring-mass model during walking, and proposed a stabilizing touch-down condition for the swing leg. This policy is stabilizing against disturbances inside and outside the same energy level and requires only internal state information. In order to generalize the results to be independent of size and dimension of the system, we nondimensionalized the equations of motion for the bipedal spring-mass model. We presented the equilibrium gaits (a.k.a fixed point gaits) as a continuum on the walking state space showing how the different types of these gaits evolve and where they are located in the state space. Then, we showed the stability analysis of the proposed touch-down control policy for different energy levels and leg stiffness values. The results showed that the proposed touch-down control policy can stabilize towards all types of the symmetric equilibrium gaits. Moreover, we presented how the peak leg force change within an energy level and as it changes due to the type of the gait; peak force is important as a measurement of injury or damage risk on a robot or animal. Finally, we presented simulations of the bipedal spring-mass model walking on level ground and rough terrain transitioning between different equilibrium gaits as the energy level of the system changes with respect to the ground height. The analysis in this paper is theoretical, and thus applicable to further our understanding of animal bipedal locomotion and the design and control of robotic systems like ATRIAS, Cassie, and Digit.

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