Department of Bioengineering, University of Pittsburgh, 302 Benedum Hall 3700 O'Hara Street , Pittsburgh, PA 15260, USA.
Department of Physical Therapy, University of Pittsburgh, 100 Technology Drive , Pittsburgh, PA 15219, USA.
J R Soc Interface. 2024 Sep;21(218):20240191. doi: 10.1098/rsif.2024.0191. Epub 2024 Sep 4.
Walking is unstable and requires active control. Foot placement is the primary strategy to maintain frontal-plane balance with contributions from lateral ankle torques, ankle push-off and trunk postural adjustments. Because these strategies interact, their individual contributions are difficult to study. Here, we used computational modelling to understand these individual contributions to frontal-plane walking balance control. A three-dimensional bipedal model was developed based on linear inverted pendulum dynamics. The model included controllers that implement the stabilization strategies seen in human walking. The control parameters were optimized to mimic human gait biomechanics for typical spatio-temporal parameters during steady-state walking and when perturbed by mediolateral ground shifts. Using the optimized model as a starting point, the contributions of each stabilization strategy were explored by progressively removing strategies. The lateral ankle and trunk strategies were more important than ankle push-off, with their removal causing up to 20% worse balance recovery compared with the full model, while removing ankle push-off led to minimal changes. Our results imply a potential benefit of preferentially training these strategies in populations with poor balance. Moreover, the proposed model could be used in future work to investigate how walking stability may be preserved in conditions reflective of injury or disease.
行走不稳定,需要主动控制。足位是维持额状面平衡的主要策略,其贡献来自于侧向踝关节力矩、踝关节蹬离和躯干姿势调整。由于这些策略相互作用,它们各自的贡献难以研究。在这里,我们使用计算建模来理解这些个体对额状面行走平衡控制的贡献。基于线性倒立摆动力学,建立了一个三维双足模型。该模型包括用于实现人类行走中所见稳定策略的控制器。优化了控制参数,以模拟人类步态生物力学,用于稳态行走和受到侧向地面移动干扰时的典型时空参数。使用优化后的模型作为起点,通过逐步去除策略来探索每个稳定策略的贡献。侧向踝关节和躯干策略比踝关节蹬离更重要,去除它们会导致平衡恢复比完整模型差 20%,而去除踝关节蹬离则几乎没有变化。我们的结果表明,对于平衡能力差的人群,优先训练这些策略可能会有潜在的好处。此外,所提出的模型可以用于未来的工作,以研究在反映损伤或疾病的条件下如何保持行走稳定性。