English(EN) A Personalized Dynamic Balance Evaluation Paradigm for Hip Exoskeleton-Assisted Walking under Unexpected Ground Perturbations

新范式实现髋关节外骨骼平衡辅助个性化

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-15 04:00

研究人员开发了一种新颖的、用于髋关节外骨骼辅助行走场景的个性化动态平衡评估范式。该新框架整合了七个生物力学子指标，包括稳定性裕度和质心动力学，以构建一个综合平衡成本。该系统使用经验贝叶斯分层模型来估计最优辅助条件的概率，显著减少了用于个性化实验的条件数量。 AI

排序理由该条目是一篇学术论文，详细介绍了一种用于特定类型辅助设备的新评估范式。[lever_c_research降级：ic=1 ai=0.1]

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arXiv cs.LG TIER_1 English(EN) · Yun Chen, Oluwasegun T. Akinniyi, Qiang Zhang · 2026-09-15 04:00

面向意外地面扰动下髋关节外骨骼辅助行走个性化动态平衡评估新范式

arXiv:2609.14765v1 Announce Type: cross Abstract: Hip exoskeletons may improve recovery from unexpected gait perturbations, yet personalizing assistance remains difficult because balance is multidimensional and human-in-the-loop experiments are small-sample and noisy. We present …