Predicting three-dimensional ground reaction forces in running by using artificial neural networks and lower body kinematics

DS Komaris, E Pérez-Valero, L Jordan, J Barton… - IEEE …, 2019 - ieeexplore.ieee.org
This study explored the use of artificial neural networks in the estimation of runners' kinetics
from lower body kinematics. Three supervised feed-forward artificial neural networks with …

[PDF][PDF] Estimating vertical ground reaction force during running with 3 inertial measurement units

BL Scheltinga, H Usta, J Reenalda… - Journal of Biomedical …, 2022 - research.utwente.nl
Quantification of biomechanical load is crucial to gain insights in the mechanisms causing
running related injuries. Ground reaction forces (GRF) can give insights into biomechanical …

Wearable motion sensors and artificial neural network for the estimation of vertical ground reaction forces in running

S Tedesco, E Perez-Valero, DS Komaris… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Biomechanical load assessments are becoming increasingly important in the sporting
community; however, there are still numerous difficulties in monitoring them in a field …

Estimation of Vertical Ground Reaction Force during Single-leg Landing Using Two-dimensional Video Images and Pose Estimation Artificial Intelligence

T Ishida, T Ino, Y Yamakawa, N Wada… - Physical Therapy …, 2024 - jstage.jst.go.jp
Objective: Assessment of the vertical ground reaction force (VGRF) during landing tasks is
crucial for physical therapy in sports. The purpose of this study was to determine whether the …

Vertical ground reaction force estimation from benchmark nonstationary kinematic data

DJ Davis, JH Challis - Journal of applied biomechanics, 2021 - journals.humankinetics.com
Time-differentiating kinematic signals from optical motion capture amplifies the inherent
noise content of those signals. Commonly, biomechanists address this problem by applying …

[HTML][HTML] 基于Azure Kinect 运动捕捉的下肢关节力学和地面反作用力分析

迎虎彭, 琳王, 瑱贤陈, 晓栋党, 飞陈… - Sheng Wu Yi Xue …, 2024 - pmc.ncbi.nlm.nih.gov
传统的步态分析系统往往操作复杂, 便携性差且设备成本高. 本研究拟基于Azure Kinect
深度视频数据, 结合足地接触模型, 建立基于Azure Kinect 运动捕捉系统的下肢肌骨动力学分析 …

Estimating Vertical Ground Reaction Force during Running with 3 IMUs

BL Scheltinga, H Usta, J Reenalda… - 8th World Congress on …, 2022 - research.utwente.nl
Quantification of biomechanical load is crucial to gain insights in the mechanisms causing
running related injuries. Ground reaction forces (GRF) can give insights into biomechanical …

[PDF][PDF] A comparison of three methods for estimating vertical ground reaction forces in running

DS Komaris, E Perez-Valero, L Jordan… - ISBS Proceedings …, 2020 - cora.ucc.ie
The purpose of this study was to compare different approaches for the estimation of
biomechanical loads in running. A neural network, a biomechanical model, and a two-mass …

Lower limb joint contact forces and ground reaction forces analysis based on Azure Kinect motion capture

Y Peng, L Wang, Z Chen, X Dang… - Sheng wu yi xue Gong …, 2024 - europepmc.org
Traditional gait analysis systems are typically complex to operate, lack portability, and
involve high equipment costs. This study aims to establish a musculoskeletal dynamics …

Identificação do perfil de lesão em membros inferiores de corredores de rua da cidade de Uberlândi-MG

AT Silva - 2023 - repositorio.ufu.br
Atualmente entre 2020 e 2022, as corridas de rua se tornaram uma modalidade
amplamente praticada, em especial pelo tempo de grande restrição dos locais para prática …