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Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning

机译：使用可穿戴式传感器和机器学习估算运动运动中的膝关节力

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Bernd J. Stetter; Steffen Ringhof; Frieder C. Krafft; Stefan Sell; Thorsten Stein;
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1. Estimation of Joint Forces and Moments for the In-Run and Take-Off in Ski Jumping Based on Measurements with Wearable Inertial Sensors [J] . Grega Logar, Marko Munih, Oliver Amft Sensors . 2015,第5期

机译：基于可穿戴惯性传感器测量的跳台滑雪助跑和起飞时的联合力和力矩估算
2. A Machine Learning and Wearable Sensor Based Approach to Estimate External Knee Flexion and Adduction Moments During Various Locomotion Tasks [J] . Stetter Bernd J., Krafft Frieder C., Ringhof Steffen, Frontiers in Bioengineering and Biotechnology . 2020,第1期

机译：基于机器学习和可穿戴传感器的方法来估算各种机器人任务中的外部膝关节屈曲和内收矩
3. Using Wearable Sensors and Machine Learning Models to Separate Functional Upper Extremity Use From Walking-Associated Arm Movements [J] . McLeod Adam, Bochniewicz Elaine M., Lum Peter S., Archives of Physical Medicine and Rehabilitation . 2016,第2期

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4. Estimation of Knee Joint Angle Using a Fabric-Based Strain Sensor and Machine Learning: A Preliminary Investigation [C] . M. Gholami, A. Ejupi, A. Rezaei, IEEE International Conference on Biomedical Robotics and Biomechatronics . 2018

机译：使用基于织物的应变传感器和机器学习估计膝关节角度：初步研究
5. Gait mechanics, joint contact forces, and muscle forces in older adults with radiographic knee osteoarthritis and knee pain compared to a similar population with no radiographic knee osteoarthritis [D] . Wallace, Joshua F. 2014

机译：与没有影像学检查的膝关节骨关节炎的类似人群相比，患有影像学检查的膝关节骨关节炎和膝关节疼痛的老年人的步态力学，关节接触力和肌肉力
6. Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning [O] . Bernd J. Stetter, Steffen Ringhof, Frieder C. Krafft, 2019

机译：使用可穿戴传感器和机器学习估计运动动作中的膝关节力量
7. Estimation of joint forces and moments for the in-run and take-off in ski jumping based on measurements with wearable inertial sensors [O] . Munih, Marko, Logar, Grega 2016

机译：基于可穿戴惯性传感器的测量值，估算跳台滑雪中的起跑和起飞时的关节力和力矩

Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning

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