Estimation of kinematics from inertial measurement units using a combined deep learning and optimization framework
Author:
Publisher
Elsevier BV
Subject
Rehabilitation,Biomedical Engineering,Orthopedics and Sports Medicine,Biophysics
Reference36 articles.
1. Algorithms for hyper-parameter optimization;Bergstra;Advances in Neural Information Processing Systems.,2011
2. ‘Outwalk’: a protocol for clinical gait analysis based on inertial and magnetic sensors;Cutti;Med. Biol. Eng. Comput.,2010
3. Magnetic distortion in motion labs, implications for validating inertial magnetic sensors;de Vries;Gait Posture,2009
4. Estimation of gait kinematics and kinetics from inertial sensor data using optimal control of musculoskeletal models;Dorschky;J. Biomech.,2019
5. Functional calibration procedure for 3D knee joint angle description using inertial sensors;Favre;J. Biomech.,2009
Cited by 46 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation;IEEE Transactions on Biomedical Engineering;2024-07
2. Application of Machine Learning Methods to Investigate Joint Load in Agility on the Football Field: Creating the Model, Part I;Sensors;2024-06-05
3. Human motion data expansion from arbitrary sparse sensors with shallow recurrent decoders;2024-06-03
4. Hip contact forces can be predicted with a neural network using only synthesised key points and electromyography in people with hip osteoarthritis;Osteoarthritis and Cartilage;2024-06
5. The effect of time normalization and biomechanical signal processing techniques of ground reaction force curves on deep-learning model performance;Journal of Biomechanics;2024-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3