Mihalec Marko, Trkov Mitja, Yi Jingang
Department of Mechanical and Aerospace Engineering, Rutgers University, Piscataway, NJ 08854.
Department of Mechanical Engineering, Rowan University, Glassboro, NJ 08028.
J Biomech Eng. 2022 May 1;144(5). doi: 10.1115/1.4053098.
Low-friction foot/ground contacts present a particular challenge for stable bipedal walkers. The slippage of the stance foot introduces complexity in robot dynamics and the general locomotion stability results cannot be applied directly. We relax the commonly used assumption of nonslip contact between the walker foot and the ground and examine bipedal dynamics under foot slip. Using a two-mass linear inverted pendulum model, we introduce the concept of balance recoverability and use it to quantify the balanced or fall-prone walking gaits. Balance recoverability also serves as the basis for the design of the balance recovery controller. We design the within- or multi-step recovery controller to assist the walker to avoid fall. The controller performance is validated through simulation results and robustness is demonstrated in the presence of measurement noises as well as variations of foot/ground friction conditions. In addition, the proposed methods and models are used to analyze the data from human walking experiments. The multiple subject experiments validate and illustrate the balance recoverability concept and analyses.
低摩擦的足部与地面接触对稳定的双足步行者构成了特殊挑战。支撑脚的滑动给机器人动力学带来了复杂性,一般的运动稳定性结果不能直接应用。我们放宽了步行者足部与地面之间无滑动接触这一常用假设,并研究了足部滑动情况下的双足动力学。使用双质量线性倒立摆模型,我们引入了平衡恢复能力的概念,并用它来量化平衡或易跌倒的步行步态。平衡恢复能力也是平衡恢复控制器设计的基础。我们设计了步内或多步恢复控制器,以协助步行者避免跌倒。通过仿真结果验证了控制器性能,并在存在测量噪声以及足部/地面摩擦条件变化的情况下证明了其鲁棒性。此外,所提出的方法和模型用于分析人类步行实验的数据。多个受试者实验验证并说明了平衡恢复能力的概念及分析。