Pattern recognition based on HD-sEMG spatial features extraction for an efficient proportional control of a robotic arm

Author:

Nougarou F.ORCID,Campeau-Lecours A.ORCID,Massicotte D.ORCID,Boukadoum M.,Gosselin C.,Gosselin B.

Funder

ReSMIQ

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference39 articles.

1. JACO assistive robotic device: empowering people with disabilities through innovative algorithms;Campeau-Lecours;2016 Rehabilitation Engineering and Assistive Technology Society of North America (RESNA) Annual Conference,2016

2. Intuitive wireless control of a robotic arm for people living with an upper body disability;Fall;IEEE EMBC Conf.,2015

3. A convolutional neural network for robotic arm guidance using sEMG based frequency-features;Côté-Allard;IEEE/RSJ Int. Conf. on Intel. Robots and Systems,2016

4. Context-dependent upper limb prosthesis control for natural and robust use;Amsuess;IEEE Trans. Neural Syst. Rehabil. Eng.,2016

5. Myoelectric control systems—a survey;Oskoei;Biomed. Signal Process. Control,2007

Cited by 22 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. Pattern recognition of hand movements based on multi-channel mechanomyography in the condition of one-time collection and sensor doffing and donning;Biomedical Signal Processing and Control;2024-05

2. Extracting Individual Muscle Drive and Activity From High-Density Surface Electromyography Signals Based on the Center of Gravity of Motor Unit;IEEE Transactions on Biomedical Engineering;2023-10

3. Teleoperation Method For Controlling Robotic Arm Based On Multi-channel EMG Signals;2023 38th Youth Academic Annual Conference of Chinese Association of Automation (YAC);2023-08-27

4. Improving simultaneous and proportional control from EMG signals based on a Two-Stage Regression Structure;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

5. Improving the Hand Movement Classification Accuracy through EMG based on Histogram Feature Enhancement from Time Domain Representation;2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT);2023-04-05

同舟云学术

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