Cargando…

Machine-Learning Based Determination of Gait Events from Foot-Mounted Inertial Units

A promising but still scarcely explored strategy for the estimation of gait parameters based on inertial sensors involves the adoption of machine learning techniques. However, existing approaches are reliable only for specific conditions, inertial measurements unit (IMU) placement on the body, proto...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zago, Matteo, Tarabini, Marco, Delfino Spiga, Martina, Ferrario, Cristina, Bertozzi, Filippo, Sforza, Chiarella, Galli, Manuela
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866058/ https://www.ncbi.nlm.nih.gov/pubmed/33513999 http://dx.doi.org/10.3390/s21030839

Ejemplares similares

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)

Use of Machine Learning and Wearable Sensors to Predict Energetics and Kinematics of Cutting Maneuvers
por: Zago, Matteo, et al.
Publicado: (2019)

Fatigue Induced by Repeated Changes of Direction in Élite Female Football (Soccer) Players: Impact on Lower Limb Biomechanics and Implications for ACL Injury Prevention
por: Zago, Matteo, et al.
Publicado: (2021)

Study of the association between gait variability and physical activity
por: Ciprandi, Daniela, et al.
Publicado: (2017)

Energy analysis of gait in patients with down syndrome
por: Ferrario, Cristina, et al.
Publicado: (2022)

Whole-body vibration training in obese subjects: A systematic review
por: Zago, Matteo, et al.
Publicado: (2018)

Pedestrian Navigation Using Foot-Mounted Inertial Sensor and LIDAR
por: Pham, Duy Duong, et al.
Publicado: (2016)

Accuracy and Precision of Equine Gait Event Detection during Walking with Limb and Trunk Mounted Inertial Sensors
por: Olsen, Emil, et al.
Publicado: (2012)

Corrigendum to “Energy analysis of gait in patients with down syndrome” [Heliyon 8 (11) (November 2022) Article e11702]
por: Ferrario, Cristina, et al.
Publicado: (2023)

Height Error Correction for Shoe-Mounted Inertial Sensors Exploiting Foot Dynamics
por: Munoz Diaz, Estefania, et al.
Publicado: (2018)

Quantifying performance on an outdoor agility drill using foot-mounted inertial measurement units
por: Zaferiou, Antonia M., et al.
Publicado: (2017)

Assessing falls in the elderly population using G-STRIDE foot-mounted inertial sensor
por: Álvarez, Marta Neira, et al.
Publicado: (2023)

Functional Evaluation Using Inertial Measurement of Back School Therapy in Lower Back Pain
por: Celletti, Claudia, et al.
Publicado: (2020)

Calibration-Free Gait Assessment by Foot-Worn Inertial Sensors
por: Laidig, Daniel, et al.
Publicado: (2021)

Analysis of Running Gait in Children with Cerebral Palsy: Barefoot vs. a New Ankle Foot Orthosis
por: Camuncoli, Federica, et al.
Publicado: (2022)

Characterizing Bodyweight-Supported Treadmill Walking on Land and Underwater Using Foot-Worn Inertial Measurement Units and Machine Learning for Gait Event Detection
por: Song, Seongmi, et al.
Publicado: (2023)

A Novel Pedestrian Navigation Algorithm for a Foot-Mounted Inertial-Sensor-Based System
por: Ren, Mingrong, et al.
Publicado: (2016)

A Foot-Mounted Inertial Measurement Unit (IMU) Positioning Algorithm Based on Magnetic Constraint
por: Wang, Yan, et al.
Publicado: (2018)

Estimation of Foot Trajectory and Stride Length during Level Ground Running Using Foot-Mounted Inertial Measurement Units
por: Suzuki, Yuta, et al.
Publicado: (2022)

Gait and Axial Spondyloarthritis: Comparative Gait Analysis Study Using Foot-Worn Inertial Sensors
por: Soulard, Julie, et al.
Publicado: (2021)

Influence of Foot Morphology on the Center of Pressure Pattern in Patients with Down Syndrome
por: Ferrario, Cristina, et al.
Publicado: (2023)

Design and Implementation of Foot-Mounted Inertial Sensor Based Wearable Electronic Device for Game Play Application
por: Zhou, Qifan, et al.
Publicado: (2016)

Stride Lengths during Maximal Linear Sprint Acceleration Obtained with Foot-Mounted Inertial Measurement Units
por: de Ruiter, Cornelis J., et al.
Publicado: (2022)

Inertial Measurement Unit-Based Estimation of Foot Trajectory for Clinical Gait Analysis
por: Hori, Koyu, et al.
Publicado: (2020)

Functional Electrical Stimulation for Foot Drop in Post-Stroke People: Quantitative Effects on Step-to-Step Symmetry of Gait Using a Wearable Inertial Sensor
por: Schifino, Giulia, et al.
Publicado: (2021)

Research on an Improved Method for Foot-Mounted Inertial/Magnetometer Pedestrian-Positioning Based on the Adaptive Gradient Descent Algorithm
por: Wang, Qiuying, et al.
Publicado: (2018)

Examination of a foot mounted IMU-based methodology for a running gait assessment
por: Young, Fraser, et al.
Publicado: (2022)

Impact of Gait Events Identification through Wearable Inertial Sensors on Clinical Gait Analysis of Children with Idiopathic Toe Walking
por: Brasiliano, Paolo, et al.
Publicado: (2023)

Orientation-Invariant Spatio-Temporal Gait Analysis Using Foot-Worn Inertial Sensors
por: Guimarães, Vânia, et al.
Publicado: (2021)

Effect of Leg Dominance on The Center-of-Mass Kinematics During an Inside-of-the-Foot Kick in Amateur Soccer Players
por: Zago, Matteo, et al.
Publicado: (2014)

A Novel 3D Pedestrian Navigation Method for a Multiple Sensors-Based Foot-Mounted Inertial System
por: Yang, Wei, et al.
Publicado: (2017)

Improved Position Accuracy of Foot-Mounted Inertial Sensor by Discrete Corrections from Vision-Based Fiducial Marker Tracking
por: Khan, Humayun, et al.
Publicado: (2020)

Quantifying volume and high-speed technical actions of professional soccer players using foot-mounted inertial measurement units
por: Lewis, Glyn, et al.
Publicado: (2022)

3D Tracking of Human Motion Using Visual Skeletonization and Stereoscopic Vision
por: Zago, Matteo, et al.
Publicado: (2020)

Inertial Sensor Location for Ground Reaction Force and Gait Event Detection Using Reservoir Computing in Gait
por: Havashinezhadian, Sara, et al.
Publicado: (2023)

A Deep Learning Approach for Foot Trajectory Estimation in Gait Analysis Using Inertial Sensors
por: Guimarães, Vânia, et al.
Publicado: (2021)

Estimation of step-by-step spatio-temporal parameters of normal and impaired gait using shank-mounted magneto-inertial sensors: application to elderly, hemiparetic, parkinsonian and choreic gait
por: Trojaniello, Diana, et al.
Publicado: (2014)

Research on the Forward and Reverse Calculation Based on the Adaptive Zero-Velocity Interval Adjustment for the Foot-Mounted Inertial Pedestrian-Positioning System
por: Wang, Qiuying, et al.
Publicado: (2018)

Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
por: Ceron, Jesus D., et al.
Publicado: (2020)

Does size matter? The influence of shoe-hole sizes on foot-mounted marker motion during walking gait
por: Bishop, Chris, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_9mirkgvfpl4jbo1rkpodm4tboc