A review of gait phase detection algorithms for lower limb prostheses

HTT Vu, D Dong, HL Cao, T Verstraten, D Lefeber… - Sensors, 2020 - mdpi.com
Fast and accurate gait phase detection is essential to achieve effective powered lower-limb
prostheses and exoskeletons. As the versatility but also the complexity of these robotic …

The validity of a three-dimensional motion capture system and the garmin running dynamics pod in connection with an assessment of ground contact time while …

M Drobnič, N Verdel, HC Holmberg, M Supej - Sensors, 2023 - mdpi.com
A three-dimensional motion capture system (MoCap) and the Garmin Running Dynamics
Pod can be utilised to monitor a variety of dynamic parameters during running. The present …

Real-time gait event detection for a lower extremity exoskeleton robot by infrared distance sensors

C Li, Y He, T Chen, X Chen, S Tian - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Gait event detection is a crucial part in the motion control and performance evaluation of
exoskeleton robots. To detect the whole gait events conveniently and effectively, a wearable …

Novel soft smart shoes for motion intent learning of lower limbs using LSTM with a convolutional autoencoder

J Yang, Y Yin - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Estimating the joint torques of lower limbs in human gait, known as motion intent
understanding, is of great significance in the control of lower limb exoskeletons. This study …

A gait phase detection method in complex environment based on DTW-mean templates

L Huang, J Zheng, H Hu - IEEE sensors journal, 2021 - ieeexplore.ieee.org
Gait phase detection is essential for the wearable powered exoskeletons. This paper
proposes an online gait phase detection method based on dynamic time warping mean …

Design and validation of a real-time visual feedback system to improve minimum toe clearance (mTC) in transfemoral amputees

A Tiwari, D Joshi - IEEE Transactions on Neural Systems and …, 2021 - ieeexplore.ieee.org
Tripping is accompanied by reduced minimum toe clearance (mTC) during the swing phase
of gait. The risk of fall due to tripping among transfemoral amputees is nearly 67% which is …

A Novel Kinematic Gait Parameter-Based Vibrotactile Cue for Freezing of Gait Mitigation among Parkinson's Patients: A Pilot Study

R Khatavkar, A Tiwari, P Bhat… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Auditory and visual cues have been efficacious in laboratory-based freezing of gait (FoG)
mitigation in Parkinson's disease (PD). However, real-life applications of these cues are …

Comparison of machine learning and deep learning-based methods for locomotion mode recognition using a single inertial measurement unit

HTT Vu, HL Cao, D Dong, T Verstraten… - Frontiers in …, 2022 - frontiersin.org
Locomotion mode recognition provides the prosthesis control with the information on when
to switch between different walking modes, whereas the gait phase detection indicates …

Human gait-labeling uncertainty and a hybrid model for gait segmentation

J Wu, H Maurenbrecher, A Schaer, B Becsek… - Frontiers in …, 2022 - frontiersin.org
Motion capture systems are widely accepted as ground-truth for gait analysis and are used
for the validation of other gait analysis systems. To date, their reliability and limitations in …

Evaluating Intelligent Algorithms for Gait Phase Classification in Lower Limb Robotic Systems

BK JK - arXiv preprint arXiv:2310.09733, 2023 - arxiv.org
Accurate and rapid detection of gait phases is of utmost importance in achieving optimal
performance of powered lower-limb prostheses and exoskeletons. With the increasing …