Gait reference trajectory generation at different walking speeds using LSTM and CNN

VB Semwal, R Jain, P Maheshwari… - Multimedia Tools and …, 2023 - Springer
Rehabilitation robots are gaining significant popularity for impaired gait rehabilitation.
However, to make the recovering individual feel natural while walking and restore their …

Individualized gait generation for rehabilitation robots based on recurrent neural networks

Z Zhou, B Liang, G Huang, B Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Individualized reference gait patterns for lower limb rehabilitation robots can greatly improve
the effectiveness of rehabilitation. However, previous methods can only generate …

Gait speed and individual characteristics are related to specific gait metrics in neurotypical adults

M Bonilla Yanez, SA Kettlety, JM Finley… - Scientific Reports, 2023 - nature.com
Gait biofeedback is a well-studied strategy to reduce gait impairments such as propulsion
deficits or asymmetric step lengths. With biofeedback, participants alter their walking to …

Personalized passive training control strategy for a lower limb rehabilitation robot with specified step lengths

S Li, C Su, L Huang, S Huang, L Xie - Intelligent Service Robotics, 2024 - Springer
Passive training is a crucial rehabilitation strategy in lower limb rehabilitation robotics.
However, most rehabilitation robots currently use a fixed training mode, which cannot be …

Generalized joint hypermobility subjects without knee hyperextension have greater walking anterior tibial translation and flexion angle than those with knee …

X Zeng, G Zhong, T Yang, Z Xie, L Ma, W Huang… - Gait & Posture, 2023 - Elsevier
Background The walking knee kinematic results of generalized joint hypermobility (GJH)
subjects were controversial in previous studies. We proposed that this could be related to …

Gait Adaptations in Step Length and Push-off Force during Walking with Functional Asymmetry

T Bacek, Y Xu, L Peng, D Oetomo, Y Tan - bioRxiv, 2025 - biorxiv.org
Human walking is remarkably adaptable, allowing individuals to maintain efficiency and
stability across diverse conditions. This study investigates how healthy young adults adapt …

Gait speed and individual characteristics can be used to predict specific gait metric magnitudes in neurotypical adults

M Bonilla Yanez, SA Kettlety, JM Finley… - bioRxiv, 2022 - biorxiv.org
Background Gait biofeedback is commonly used to reduce gait dysfunction in a variety of
clinical conditions. In these studies, participants alter their walking to reach the desired …