Cargando…

Indirect Estimation of Vertical Ground Reaction Force from a Body-Mounted INS/GPS Using Machine Learning

Vertical ground reaction force (vGRF) can be measured by force plates or instrumented treadmills, but their application is limited to indoor environments. Insoles remove this restriction but suffer from low durability (several hundred hours). Therefore, interest in the indirect estimation of vGRF us...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sharma, Dharmendra, Davidson, Pavel, Müller, Philipp, Piché, Robert
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926815/ https://www.ncbi.nlm.nih.gov/pubmed/33672353 http://dx.doi.org/10.3390/s21041553

Ejemplares similares

Continuous Analysis of Running Mechanics by Means of an Integrated INS/GPS Device
por: Davidson, Pavel, et al.
Publicado: (2019)

A Single Sacral-Mounted Inertial Measurement Unit to Estimate Peak Vertical Ground Reaction Force, Contact Time, and Flight Time in Running
por: Patoz, Aurélien, et al.
Publicado: (2022)

Vertical ground reaction force marker for Parkinson’s disease
por: Alam, Md Nafiul, et al.
Publicado: (2017)

Effect of IMU location on estimation of vertical ground reaction force during jumping
por: Kerns, Jordan A., et al.
Publicado: (2023)

Force Shadows: An Online Method to Estimate and Distribute Vertical Ground Reaction Forces from Kinematic Data
por: Weidmann, Alexander, et al.
Publicado: (2020)

An Optimization Method Tracking EMG, Ground Reactions Forces, and Marker Trajectories for Musculo-Tendon Forces Estimation in Equinus Gait
por: Moissenet, Florent, et al.
Publicado: (2019)

Predicting Vertical Ground Reaction Forces in Running from the Sound of Footsteps
por: Oliveira, Anderson Souza, et al.
Publicado: (2022)

A Novel Hybrid of a Fading Filter and an Extreme Learning Machine for GPS/INS during GPS Outages
por: Wang, Di, et al.
Publicado: (2018)

Estimating Vertical Ground Reaction Force during Walking Using a Single Inertial Sensor
por: Jiang, Xianta, et al.
Publicado: (2020)

Bilateral and unilateral vertical ground reaction forces and leg asymmetries in soccer players
por: Yanci, J, et al.
Publicado: (2016)

Analysis of vertical ground reaction force variables by Foot scan in hemiplegic patients
por: Kim, HyunDong, et al.
Publicado: (2014)

The Influence of an Additional Load on Time and Force Changes in the Ground Reaction Force During the Countermovement Vertical Jump
por: Vaverka, Frantisek, et al.
Publicado: (2013)

Estimating vertical ground reaction forces during gait from lower limb kinematics and vertical acceleration using wearable inertial sensors
por: Martínez-Pascual, David, et al.
Publicado: (2023)

Effect of functional fatigue on vertical ground reaction force among individuals with flat feet
por: Boozari, Sahar, et al.
Publicado: (2012)

Analysis of Vertical Ground Reaction Force Variables Using Foot Scans in Hemiplegic Patients
por: Kim, Hyun Dong, et al.
Publicado: (2015)

Assessing postural stability via the correlation patterns of vertical ground reaction force components
por: Hong, Chih-Yuan, et al.
Publicado: (2016)

Estimation of Vertical Ground Reaction Forces and Sagittal Knee Kinematics During Running Using Three Inertial Sensors
por: Wouda, Frank J., et al.
Publicado: (2018)

A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors
por: Guo, Yuzhu, et al.
Publicado: (2017)

Machine Learning-Based Estimation of Ground Reaction Forces and Knee Joint Kinetics from Inertial Sensors While Performing a Vertical Drop Jump
por: Cerfoglio, Serena, et al.
Publicado: (2021)

Quadriceps force and anterior tibial force occur obviously later than vertical ground reaction force: a simulation study
por: Ueno, Ryo, et al.
Publicado: (2017)

An Exploration of Machine-Learning Estimation of Ground Reaction Force from Wearable Sensor Data
por: Hendry, Danica, et al.
Publicado: (2020)

Performance of machine learning models in estimation of ground reaction forces during balance exergaming
por: Vonstad, Elise Klæbo, et al.
Publicado: (2022)

Adaptive Estimation of Multiple Fading Factors for GPS/INS Integrated Navigation Systems
por: Jiang, Chen, et al.
Publicado: (2017)

Assessment of changes in gait parameters and vertical ground reaction forces after total hip arthroplasty
por: Bhargava, P, et al.
Publicado: (2007)

Comparison of vertical ground reaction forces during overground and treadmill running. A validation study
por: Kluitenberg, Bas, et al.
Publicado: (2012)

Age and gender differences in the control of vertical ground reaction force by the hip, knee and ankle joints
por: Toda, Haruki, et al.
Publicado: (2015)

Vertical ground reaction force oscillation during standing on hard and compliant surfaces: The “postural rhythm”
por: Sozzi, Stefania, et al.
Publicado: (2022)

Indirect Measurement of Ground Reaction Forces and Moments by Means of Wearable Inertial Sensors: A Systematic Review
por: Ancillao, Andrea, et al.
Publicado: (2018)

PSO-LSSVR Assisted GPS/INS Positioning in Occlusion Region
por: Xiaoming, Li, et al.
Publicado: (2019)

Machine learning techniques for gait biometric recognition: using the ground reaction force
por: Mason, James Eric, et al.
Publicado: (2016)

Peak Vertical Ground Reaction Force during Two-Leg Landing: A Systematic Review and Mathematical Modeling
por: Niu, Wenxin, et al.
Publicado: (2014)

Post Flywheel Squat Potentiation of Vertical and Horizontal Ground Reaction Force Parameters during Jumps and Changes of Direction
por: McErlain-Naylor, Stuart A., et al.
Publicado: (2021)

Full-Body Kinematics and Vertical Ground Reaction Forces in Elite Ten-Pin Bowling: A Field Study
por: Seiferheld, Bo Eitel, et al.
Publicado: (2023)

An Integration of GPS with INS Sensors for Precise Long-Baseline Kinematic Positioning
por: Lee, Hungkyu
Publicado: (2010)

GPS/MEMS INS Data Fusion and Map Matching in Urban Areas
por: Chu, Hone-Jay, et al.
Publicado: (2013)

Performance Analysis of Constrained Loosely Coupled GPS/INS Integration Solutions
por: Falco, Gianluca, et al.
Publicado: (2012)

Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
por: Labowski, Michal, et al.
Publicado: (2019)

Peak vertical ground force of hand–knee crawling in human adults
por: Yozu, Arito, et al.
Publicado: (2023)

The Performance Analysis of a Real-Time Integrated INS/GPS Vehicle Navigation System with Abnormal GPS Measurement Elimination
por: Chiang, Kai-Wei, et al.
Publicado: (2013)

Corrigendum to “Peak Vertical Ground Reaction Force during Two-Leg Landing: A Systematic Review and Mathematical Modeling”
por: Niu, Wenxin, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_5ou71puqneotjln0fodgi96rud