基于SSVEP-BCI的下肢康复外骨骼控制

Zijie Qi, Weihai Chen, Jianhua Wang, Jianbin Zhang, Xuhua Wang
{"title":"基于SSVEP-BCI的下肢康复外骨骼控制","authors":"Zijie Qi, Weihai Chen, Jianhua Wang, Jianbin Zhang, Xuhua Wang","doi":"10.1109/ICIEA51954.2021.9516146","DOIUrl":null,"url":null,"abstract":"Faced with the current increasingly serious problem of population aging and the frequent occurrence of neurological diseases. Lower limb rehabilitation exoskeleton can help patients with lower limb exercise rehabilitation. Only the subjective participation of patients in the rehabilitation process can achieve better rehabilitation results. Therefore, this paper proposes to implement a BCI system based on SSVEP to control the exoskeleton of the lower limbs, so that the patient can actively participate in the rehabilitation process. This article uses the flickering of the pixel block on the screen to visually stimulate the patient, and classifies the EEG signal by the CCA method. The classification results are output to the lower limb rehabilitation system described in the article to realize the patient's left leg rehabilitation, right leg rehabilitation, acceleration, deceleration, and stop operations.","PeriodicalId":6809,"journal":{"name":"2021 IEEE 16th Conference on Industrial Electronics and Applications (ICIEA)","volume":"21 1","pages":"1954-1959"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Lower Limb Rehabilitation Exoskeleton Control based on SSVEP-BCI\",\"authors\":\"Zijie Qi, Weihai Chen, Jianhua Wang, Jianbin Zhang, Xuhua Wang\",\"doi\":\"10.1109/ICIEA51954.2021.9516146\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Faced with the current increasingly serious problem of population aging and the frequent occurrence of neurological diseases. Lower limb rehabilitation exoskeleton can help patients with lower limb exercise rehabilitation. Only the subjective participation of patients in the rehabilitation process can achieve better rehabilitation results. Therefore, this paper proposes to implement a BCI system based on SSVEP to control the exoskeleton of the lower limbs, so that the patient can actively participate in the rehabilitation process. This article uses the flickering of the pixel block on the screen to visually stimulate the patient, and classifies the EEG signal by the CCA method. The classification results are output to the lower limb rehabilitation system described in the article to realize the patient's left leg rehabilitation, right leg rehabilitation, acceleration, deceleration, and stop operations.\",\"PeriodicalId\":6809,\"journal\":{\"name\":\"2021 IEEE 16th Conference on Industrial Electronics and Applications (ICIEA)\",\"volume\":\"21 1\",\"pages\":\"1954-1959\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 16th Conference on Industrial Electronics and Applications (ICIEA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIEA51954.2021.9516146\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 16th Conference on Industrial Electronics and Applications (ICIEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIEA51954.2021.9516146","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

面对当前日益严重的人口老龄化问题和神经系统疾病的频繁发生。下肢康复外骨骼可以帮助患者进行下肢运动康复。只有患者在康复过程中的主观参与,才能取得更好的康复效果。因此,本文提出实现基于SSVEP的脑机接口系统来控制下肢外骨骼,使患者能够主动参与康复过程。本文利用屏幕上像素块的闪烁对患者进行视觉刺激,并用CCA方法对脑电信号进行分类。将分类结果输出到本文描述的下肢康复系统,实现患者左腿康复、右腿康复、加速、减速、停止等操作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lower Limb Rehabilitation Exoskeleton Control based on SSVEP-BCI
Faced with the current increasingly serious problem of population aging and the frequent occurrence of neurological diseases. Lower limb rehabilitation exoskeleton can help patients with lower limb exercise rehabilitation. Only the subjective participation of patients in the rehabilitation process can achieve better rehabilitation results. Therefore, this paper proposes to implement a BCI system based on SSVEP to control the exoskeleton of the lower limbs, so that the patient can actively participate in the rehabilitation process. This article uses the flickering of the pixel block on the screen to visually stimulate the patient, and classifies the EEG signal by the CCA method. The classification results are output to the lower limb rehabilitation system described in the article to realize the patient's left leg rehabilitation, right leg rehabilitation, acceleration, deceleration, and stop operations.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信