An experimental study on upper limb position invariant EMG signal classification based on deep neural network
Author:
Funder
Ministry of Human Resource Development
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing
Reference46 articles.
1. Techniques of EMG signal analysis: detection, processing, classification and applications;Reaz;Biol. Proced. Online,2006
2. Unsupervised pattern recognition for the classification of EMG signals;Christodoulou;IEEE Trans. Biomed. Eng.,1999
3. A robust, real-time control scheme for multifunction myoelectric control;Englehart;IEEE Trans. Biomed. Eng.,2003
4. The optimal controller delay for myoelectric prostheses;Farrell;IEEE Trans. Neural Syst. Rehabil. Eng.,2007
5. Determining the optimal window length for pattern recognition-based myoelectric control: balancing the competing effects of classification error and controller delay;Smith;IEEE Trans. Neural Syst. Rehabil. Eng.,2011
Cited by 104 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. Enhanced EMG-Based Hand Gesture Classification in Real-World Scenarios: Mitigating Dynamic Factors With Tempo-Spatial Wavelet Transform and Deep Learning;IEEE Transactions on Medical Robotics and Bionics;2024-08
2. Effective features extraction and selection for hand gesture recognition using sEMG signal;Multimedia Tools and Applications;2024-06-03
3. Hand Gesture Recognition Across Various Limb Positions Using a Multimodal Sensing System Based on Self-Adaptive Data-Fusion and Convolutional Neural Networks (CNNs);IEEE Sensors Journal;2024-06-01
4. An sEMG Signal-based Robotic Arm for Rehabilitation applying Fuzzy Logic;Engineering, Technology & Applied Science Research;2024-06-01
5. Hybrid Deep Learning Models for Hand Gesture Recognition with EMG Signals;2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE);2024-05-16
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