Ground reaction forces (GRFs) and center of pressure trajectories (CoPs) are required for a comprehensive biomechanical analysis. They are also important outcome measures in sports sciences or clinical areas. GRFs and CoPs are usually measured by force plate, which is rarely equipped on staircases in laboratories. We present a one-dimensional convolutional neural network for estimating GRFs and CoPs during stair ascent and descent using multi-level of kinematics as input.

DOI Link: 
10.21227/0fpm-9889
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[1] Ye Ma, "Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics ", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/0fpm-9889. Accessed: Jun. 08, 2023.
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doi = {10.21227/0fpm-9889},
url = {http://dx.doi.org/10.21227/0fpm-9889},
author = {Ye Ma },
publisher = {IEEE Dataport},
title = {Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics },
year = {2022} }
TY - DATA
T1 - Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics
AU - Ye Ma
PY - 2022
PB - IEEE Dataport
UR - 10.21227/0fpm-9889
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Ye Ma. (2022). Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics . IEEE Dataport. http://dx.doi.org/10.21227/0fpm-9889
Ye Ma, 2022. Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics . Available at: http://dx.doi.org/10.21227/0fpm-9889.
Ye Ma. (2022). "Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics ." Web.
1. Ye Ma. Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/0fpm-9889
Ye Ma. "Convolutional Neural Network based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-level Kinematics ." doi: 10.21227/0fpm-9889