arXiv:2506.07283cs.RO2025-06被引 1

仿人脚弧度分段设计,让机器人走路更省电

Model Analysis And Design Of Ellipse Based Segmented Varying Curved Foot For Biped Robot Walking

  • 用椭圆分段建模脚底曲率,实现精确接触分析
  • 实测步行能耗降低最多18.52%,横向行走最明显
  • 适合追求高效步行的双足机器人研究者

本文提出一种基于椭圆分段可变曲率(ESVC)的双足机器人足部建模、设计与实验验证。受人脚分段滚动曲率启发,该足部旨在提升步态能量效率,同时保持足部位置控制器的解析可处理性。首先,仅通过初等函数构建了完整的椭圆分段空间变换接触模型;随后采用非线性规划方法,基于已知中足形状优化前后足椭圆参数;引入误差补偿方法以修正滚动长度计算近似误差。将所提ESVC足部集成至基于混合线性倒立摆模型的行走控制器,在TT II双足机器人上通过仿真与物理实验进行验证。标记时间、矢状面及侧向步行任务的实验结果表明,相比直线形与平面足,ESVC足持续降低能耗,侧向步行最高提升达18.52%。结果证明,该足部为实际双足运动提供了高效可行方案,并为未来数据驱动足形优化奠定基础。

原文摘要 · Abstract (English)

This paper presents the modeling, design, and experimental validation of an Ellipse-based Segmented Varying Curvature (ESVC) foot for bipedal robots. Inspired by the segmented curvature rollover shape of human feet, the ESVC foot aims to enhance gait energy efficiency while maintaining analytical tractability for foot location based controller. First, we derive a complete analytical contact model for the ESVC foot by formulating spatial transformations of elliptical segments only using elementary functions. Then a nonlinear programming approach is engaged to determine optimal elliptical parameters of hind foot and fore foot based on a known mid-foot. An error compensation method is introduced to address approximation inaccuracies in rollover length calculation. The proposed ESVC foot is then integrated with a Hybrid Linear Inverted Pendulum model-based walking controller and validated through both simulation and physical experiments on the TT II biped robot. Experimental results across marking time, sagittal, and lateral walking tasks show that the ESVC foot consistently reduces energy consumption compared to line, and flat feet, with up to 18.52\% improvement in lateral walking. These findings demonstrate that the ESVC foot provides a practical and energy-efficient alternative for real-world bipedal locomotion. The proposed design methodology also lays a foundation for data-driven foot shape optimization in future research.

双足机器人足部设计节能行走曲线建模

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