sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
Bioengineering,Biophysics,Biotechnology
Link
https://link.springer.com/content/pdf/10.1007/s42235-022-00280-3.pdf
Reference36 articles.
1. Wang, Z. B., Wang, Z. B., Yang, Y. H., Wang, C. Z., Yang, G., & Li, Y. F. (2022). Mechanical design and research of wearable exoskeleton assisted robot for upper limb rehabilitation. Chinese Journal of Medical Instrumentation, 46, 42–46. https://doi.org/10.3969/j.issn.1671-7104.2022.01.009 in Chinese.
2. Amilibia, M. Z., Cortes, C., Simonetti, A. B., Satrustegi, A., Iturburu, M., Reina, I., Finez, J., Alonso-Arce, M., & Callejo, P. (2021). Preliminary evaluation of an objective assessment approach from session data in exoskeleton-assisted gait rehabilitation after SCI. In 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society Mexico, San Luis Potosi. https://doi.org/10.1109/EMBC46164.2021.9630352
3. Inoue, J., Kimura, R., Shimada, Y., Saito, K., Kudo, D., Hatakeyama, K., Watanabe, M., Maeda, K., Iwami, T., Matsunaga, T., & Miyakoshi, N. (2022). Development of a Gait rehabilitation robot using an exoskeleton and functional electrical stimulation: validation in a pseudo-paraplegic model. Progress in Rehabilitation Medicine, 7, 20220001. https://doi.org/10.2490/prm.20220001
4. Liu, C., Liang, H. B., Ueda, N., Li, P., Fujimoto, Y., & Zhu, C. (2020). Functional evaluation of a force sensor-controlled upper-limb power-assisted exoskeleton with high back drivability. Sensors, 20, 6379. https://doi.org/10.3390/s20216379
5. Harith, H. H., Mohd, M. F., & Sowat, S. N. (2021). A preliminary investigation on upper limb exoskeleton assistance for simulated agricultural tasks. Applied Ergonomics, 95, 103455. https://doi.org/10.1016/j.apergo.2021.103455
Cited by 37 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. SGRN: SEMG-based gesture recognition network with multi-dimensional feature extraction and multi-branch information fusion;Expert Systems with Applications;2025-01
2. Continual learning for seizure prediction via memory projection strategy;Computers in Biology and Medicine;2024-10
3. Continuous knee joint angle prediction with surface EMG;Biomedical Signal Processing and Control;2024-09
4. Trajectory tracking control of wearable upper limb rehabilitation robot based on Laguerre model predictive control;Robotics and Autonomous Systems;2024-09
5. Identification and immune landscape of sarcopenia-related molecular clusters in inflammatory bowel disease by machine learning and integrated bioinformatics;Scientific Reports;2024-07-30
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