Enhancing accuracy and convenience of golf swing tracking with a wrist-worn single inertial sensor
Abstract In this study, we address two technical challenges to enhance golf swing trajectory accuracy using a wrist-worn inertial sensor: orientation estimation and drift error mitigation. We extrapolated consistent sensor orientation from specific address-phase signal segments and trained the estim...
| Published in: | Scientific Reports |
|---|---|
| Main Authors: | Myeongsub Kim, Sukyung Park |
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-04-01
|
| Online Access: | https://doi.org/10.1038/s41598-024-59949-w |
Similar Items
Author Correction: Enhancing accuracy and convenience of golf swing tracking with a wrist-worn single inertial sensor
by: Myeongsub Kim, et al.
Published: (2024-05-01)
by: Myeongsub Kim, et al.
Published: (2024-05-01)
Golf Swing Segmentation from a Single IMU Using Machine Learning
by: Myeongsub Kim, et al.
Published: (2020-08-01)
by: Myeongsub Kim, et al.
Published: (2020-08-01)
Validation of an Inertial Sensor System for Swing Analysis in Golf
by: Paul Lückemann, et al.
Published: (2018-02-01)
by: Paul Lückemann, et al.
Published: (2018-02-01)
Validation of Inertial Measurement Units for Analyzing Golf Swing Rotational Biomechanics
by: Sung Eun Kim, et al.
Published: (2023-10-01)
by: Sung Eun Kim, et al.
Published: (2023-10-01)
Three Dimensional Upper Limb Joint Kinetics of a Golf Swing with Measured Internal Grip Force
by: Hyeob Choi, et al.
Published: (2020-06-01)
by: Hyeob Choi, et al.
Published: (2020-06-01)
Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
by: Felix Kluge, et al.
Published: (2024-05-01)
by: Felix Kluge, et al.
Published: (2024-05-01)
Reconstruction of Angular Kinematics From Wrist-Worn Inertial Sensor Data for Smart Home Healthcare
by: Emma Villeneuve, et al.
Published: (2017-01-01)
by: Emma Villeneuve, et al.
Published: (2017-01-01)
Detection of Gait Abnormalities for Fall Risk Assessment Using Wrist-Worn Inertial Sensors and Deep Learning
by: Ivana Kiprijanovska, et al.
Published: (2020-09-01)
by: Ivana Kiprijanovska, et al.
Published: (2020-09-01)
GolfMate: Enhanced Golf Swing Analysis Tool through Pose Refinement Network and Explainable Golf Swing Embedding for Self-Training
by: Chan-Yang Ju, et al.
Published: (2023-10-01)
by: Chan-Yang Ju, et al.
Published: (2023-10-01)
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors
by: Alexander Hoelzemann, et al.
Published: (2023-06-01)
by: Alexander Hoelzemann, et al.
Published: (2023-06-01)
AI Golf: Golf Swing Analysis Tool for Self-Training
by: Chen-Chieh Liao, et al.
Published: (2022-01-01)
by: Chen-Chieh Liao, et al.
Published: (2022-01-01)
Enhanced gait tracking measures for individuals with stroke using leg-worn inertial sensors
by: Francesco Lanotte, et al.
Published: (2024-12-01)
by: Francesco Lanotte, et al.
Published: (2024-12-01)
Quantifying lumbar sagittal plane kinematics using a wrist-worn inertial measurement unit
by: Bernard X. W. Liew, et al.
Published: (2024-05-01)
by: Bernard X. W. Liew, et al.
Published: (2024-05-01)
Effect of Horizontal Ground Reaction Forces during the Golf Swing: Implications for the Development of Technical Solutions of Golf Swing Analysis
by: Maxime Bourgain, et al.
Published: (2020-06-01)
by: Maxime Bourgain, et al.
Published: (2020-06-01)
Determine an effective golf swing by swing speed and impact precision tests
by: Jiann-Jyh Wang, et al.
Published: (2015-09-01)
by: Jiann-Jyh Wang, et al.
Published: (2015-09-01)
Inertial measurement and heart-rate sensor-based dataset for geriatric fall detection using custom built wrist-worn device
by: Purab Nandi, et al.
Published: (2024-02-01)
by: Purab Nandi, et al.
Published: (2024-02-01)
Assessment of the Potential of Wrist-Worn Wearable Sensors for Driver Drowsiness Detection
by: Thomas Kundinger, et al.
Published: (2020-02-01)
by: Thomas Kundinger, et al.
Published: (2020-02-01)
Optimizing sampling rate of wrist-worn optical sensors for physiologic monitoring
by: Brinnae Bent, et al.
Published: (2021-01-01)
by: Brinnae Bent, et al.
Published: (2021-01-01)
Dynamic analysis for the release point of the golf swing (Effect of acceleration pattern of down swing)
by: Zhiwei LI, et al.
Published: (2015-03-01)
by: Zhiwei LI, et al.
Published: (2015-03-01)
Golf Swing Rotational Velocity: The Essential Follow-Through
by: Katherine M. Steele, et al.
Published: (2018-10-01)
by: Katherine M. Steele, et al.
Published: (2018-10-01)
Chest-Worn Inertial Sensors: A Survey of Applications and Methods
by: Mohammad Hasan Rahmani, et al.
Published: (2021-04-01)
by: Mohammad Hasan Rahmani, et al.
Published: (2021-04-01)
Wrist-worn Vibrotactile Navigation System for Cyclists
by: Nan-Ching Tai, et al.
Published: (2022-11-01)
by: Nan-Ching Tai, et al.
Published: (2022-11-01)
Enhancing Human Activity Recognition in Wrist-Worn Sensor Data Through Compensation Strategies for Sensor Displacement
by: Hui Wang, et al.
Published: (2024-01-01)
by: Hui Wang, et al.
Published: (2024-01-01)
The swing performance Index: Developing a single-score index of golf swing rotational biomechanics quantified with 3D kinematics
by: Joanne Y. Zhou, et al.
Published: (2022-12-01)
by: Joanne Y. Zhou, et al.
Published: (2022-12-01)
Counting Finger and Wrist Movements Using Only a Wrist-Worn, Inertial Measurement Unit: Toward Practical Wearable Sensing for Hand-Related Healthcare Applications
by: Shusuke Okita, et al.
Published: (2023-06-01)
by: Shusuke Okita, et al.
Published: (2023-06-01)
Accuracy of Wrist-Worn Heart Rate Monitors: A Comprehensive Review of Smartwatches in Exercise Monitoring
by: Katarzyna Paluch, et al.
Published: (2024-11-01)
by: Katarzyna Paluch, et al.
Published: (2024-11-01)
Golf swing classification with multiple deep convolutional neural networks
by: Libin Jiao, et al.
Published: (2018-10-01)
by: Libin Jiao, et al.
Published: (2018-10-01)
The effects of different iron shaft weights on golf swing performance
by: Chia-Chen Yang, et al.
Published: (2024-02-01)
by: Chia-Chen Yang, et al.
Published: (2024-02-01)
HANDY: A Benchmark Dataset for Context-Awareness via Wrist-Worn Motion Sensors
by: Koray Açıcı, et al.
Published: (2018-06-01)
by: Koray Açıcı, et al.
Published: (2018-06-01)
A scoping review of wrist-worn wearables in education
by: Noah L. Schroeder, et al.
Published: (2023-12-01)
by: Noah L. Schroeder, et al.
Published: (2023-12-01)
A Wrist-Worn Thermohaptic Device for Graceful Interruption
by: Shahram Jalaliniya, et al.
Published: (2015-10-01)
by: Shahram Jalaliniya, et al.
Published: (2015-10-01)
uLift: Adaptive Workout Tracker Using a Single Wrist-Worn Accelerometer
by: Jongkuk Lim, et al.
Published: (2024-01-01)
by: Jongkuk Lim, et al.
Published: (2024-01-01)
Estimating Gait Speed in the Real World With a Head-Worn Inertial Sensor
by: Paolo Tasca, et al.
Published: (2025-01-01)
by: Paolo Tasca, et al.
Published: (2025-01-01)
Proposal of Golf Swing Analysis Method Using Singular Value Decomposition
by: Kenta Matsumoto, et al.
Published: (2020-06-01)
by: Kenta Matsumoto, et al.
Published: (2020-06-01)
Golf Swing Biomechanics: A Systematic Review and Methodological Recommendations for Kinematics
by: Maxime Bourgain, et al.
Published: (2022-06-01)
by: Maxime Bourgain, et al.
Published: (2022-06-01)
Biomechanical Analysis of Golf Swing Motion Using Hilbert–Huang Transform
by: Ran Dong, et al.
Published: (2023-07-01)
by: Ran Dong, et al.
Published: (2023-07-01)
Fall Detection With Wrist-Worn Watch by Observations in Statistics of Acceleration
by: Songsheng Li
Published: (2023-01-01)
by: Songsheng Li
Published: (2023-01-01)
Compliance with wrist-worn accelerometers in primiparous early postpartum women
by: Ali E. Wolpern, et al.
Published: (2019-01-01)
by: Ali E. Wolpern, et al.
Published: (2019-01-01)
Can Wrist-Worn Medical Devices Correctly Identify Ovulation?
by: Angela Niggli, et al.
Published: (2023-12-01)
by: Angela Niggli, et al.
Published: (2023-12-01)
Orientation-Invariant Spatio-Temporal Gait Analysis Using Foot-Worn Inertial Sensors
by: Vânia Guimarães, et al.
Published: (2021-06-01)
by: Vânia Guimarães, et al.
Published: (2021-06-01)
Similar Items
-
Author Correction: Enhancing accuracy and convenience of golf swing tracking with a wrist-worn single inertial sensor
by: Myeongsub Kim, et al.
Published: (2024-05-01) -
Golf Swing Segmentation from a Single IMU Using Machine Learning
by: Myeongsub Kim, et al.
Published: (2020-08-01) -
Validation of an Inertial Sensor System for Swing Analysis in Golf
by: Paul Lückemann, et al.
Published: (2018-02-01) -
Validation of Inertial Measurement Units for Analyzing Golf Swing Rotational Biomechanics
by: Sung Eun Kim, et al.
Published: (2023-10-01) -
Three Dimensional Upper Limb Joint Kinetics of a Golf Swing with Measured Internal Grip Force
by: Hyeob Choi, et al.
Published: (2020-06-01)
