arXiv:2505.02414cs.ROcs.HC2025-05被引 2

让四足机器人脊柱更自然,提升人类对行走流畅性的感知。

Quadrupedal Spine Control Strategies: Exploring Correlations Between System Dynamic Responses and Human Perspectives

  • 设计四种脊柱轨迹生成策略,模拟哺乳动物运动特征。
  • 优化时间变化与足部跟踪策略被50人评为更自然的步态。
  • 虽未提升能效,但高时速下脚落点更稳定,适合陪伴场景。

现有四足机器人多采用刚性底盘,导致运动僵硬,缺乏哺乳动物般的流畅感。当前关于带脊柱结构机器人的研究主要关注能量效率,未考虑人机交互中的感知影响。本文首次探究了具有四个自由度脊柱的四足机器人在不同轨迹生成策略下的表现,并分析这些方法对人类对步态自然性感知的影响。通过观看行走、小跑和转向的仿真视频,对4种策略进行随机测试,共50名参与者参与。结果显示,优化时间变化策略和足部跟踪策略在自然感上显著优于固定脊柱基线。尽管所有策略均未实现能量效率提升,但部分策略在高速下表现出更好的脚落点一致性。由于更受用户喜爱的自然运动模式,此类机器人在老年护理等社交应用中具备潜力,其中能源效率并非首要考量。

原文摘要 · Abstract (English)

Unlike their biological cousins, the majority of existing quadrupedal robots are constructed with rigid chassis. This results in motion that is either beetle-like or distinctly robotic, lacking the natural fluidity characteristic of mammalian movements. Existing literature on quadrupedal robots with spinal configurations primarily focuses on energy efficiency and does not consider the effects in human-robot interaction scenarios. Our contributions include an initial investigation into various trajectory generation strategies for a quadrupedal robot with a four degree of freedom spine, and an analysis on the effect that such methods have on human perception of gait naturalness compared to a fixed spine baseline. The strategies were evaluated using videos of walking, trotting and turning simulations. Among the four different strategies developed, the optimised time varying and the foot-tracking strategies were perceived to be more natural than the baseline in a randomised trial with 50 participants. Although none of the strategies demonstrated any energy efficiency improvements over the no-spine baseline, some showed greater footfall consistency at higher speeds. Given the greater likeability drawn from the more natural locomotion patterns, this type of robot displays potential for applications in social robot scenarios such as elderly care, where energy efficiency is not a primary concern.

四足机器人脊柱控制人机交互步态自然

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