行走时两足弹簧-质量模型的触地条件控制。

IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Bioinspiration & Biomimetics Pub Date : 2024-11-20 DOI:10.1088/1748-3190/ad9533
Hamid Vejdani, Albert Wu, Hartmut Geyer, Jonathan Hurst
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引用次数: 0

摘要

动物双足运动的行为可以用简化的双足弹簧-质量模型来描述。在本文中,我们分析了双足弹簧-质量模型在行走过程中产生的一系列步态,并提出了摆动腿的稳定触地条件。该策略对同一能级内外的干扰都具有稳定性,并且只需要内部状态信息。为了使结果不受系统大小和维度的影响,我们对双足弹簧-质量模型的运动方程进行了无维度化。我们将平衡步态(又称定点步态)作为行走状态空间上的一个连续体,展示了这些步态的不同类型是如何演变的,以及它们在状态空间中的位置。然后,我们展示了所提出的触地控制策略在不同能量水平和腿部刚度值下的稳定性分析。结果表明,所提出的触地控制策略可以稳定地实现所有类型的对称平衡步态。此外,我们还介绍了腿部峰值力在不同能量水平下的变化情况,以及它因步态类型而发生的变化;峰值力是衡量机器人或动物受伤或损坏风险的重要指标。最后,我们介绍了双足弹簧-质量模型在平地和崎岖地形上行走时,随着系统能量水平相对于地面高度的变化而在不同平衡步态之间转换的模拟情况。本文的分析是理论性的,因此适用于进一步了解动物的双足运动,以及 ATRIAS、Cassie 和 Digit 等机器人系统的设计和控制。
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Touch-down condition control for the bipedal spring-mass model in walking.

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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来源期刊
Bioinspiration & Biomimetics
Bioinspiration & Biomimetics 工程技术-材料科学:生物材料
CiteScore
5.90
自引率
14.70%
发文量
132
审稿时长
3 months
期刊介绍: Bioinspiration & Biomimetics publishes research involving the study and distillation of principles and functions found in biological systems that have been developed through evolution, and application of this knowledge to produce novel and exciting basic technologies and new approaches to solving scientific problems. It provides a forum for interdisciplinary research which acts as a pipeline, facilitating the two-way flow of ideas and understanding between the extensive bodies of knowledge of the different disciplines. It has two principal aims: to draw on biology to enrich engineering and to draw from engineering to enrich biology. The journal aims to include input from across all intersecting areas of both fields. In biology, this would include work in all fields from physiology to ecology, with either zoological or botanical focus. In engineering, this would include both design and practical application of biomimetic or bioinspired devices and systems. Typical areas of interest include: Systems, designs and structure Communication and navigation Cooperative behaviour Self-organizing biological systems Self-healing and self-assembly Aerial locomotion and aerospace applications of biomimetics Biomorphic surface and subsurface systems Marine dynamics: swimming and underwater dynamics Applications of novel materials Biomechanics; including movement, locomotion, fluidics Cellular behaviour Sensors and senses Biomimetic or bioinformed approaches to geological exploration.
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