Real-Time Performance of Textile Electrodes in Electromyogram Pattern-Recognition Based Prosthesis Control
文献类型：会议论文
| 作者 | Dandan Tao; Haoshi Zhang; Zhenxing Wu; Guanglin Li |
| 出版日期 | 2012 |
| 会议名称 | IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2012 |
| 会议地点 | Hong Kong and Shenzhen, China |
| 英文摘要 | Textile electrode is flexible, folding, washable and biocompatible with skin. With these advantages, the textile electrodes should be an ideal alternative for electromyogram (EMG) recordings in clinical applications. In this study, a textile electrode system was used for EMG signal recordings and its usability and performance in classifying different arm and hand movements were evaluated through real-time pattern recognition control of virtual myoelectric arm. Our results showed that the offline average classification accuracy over seven able-bodied subjects for all ten movements was 91.81%, compared to 96.54% for six basic movements. The real-time performance in operating a virtual arm was quantified with three measures: selection time, completion time, and completion time. Averagely, the seven subjects achieved a motion selection time of approximately 0.36 s, and a completion time of less than 2 s, and a completion rate of around 82%. These pilot results suggest that the textile electrodes could work well in real-time control of multifunctional myoelectric prosthesis. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/4077]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | 2012 |
| 推荐引用方式 GB/T 7714 | Dandan Tao,Haoshi Zhang,Zhenxing Wu,et al. Real-Time Performance of Textile Electrodes in Electromyogram Pattern-Recognition Based Prosthesis Control[C]. 见:IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2012. Hong Kong and Shenzhen, China. |
入库方式： OAI收割
来源：深圳先进技术研究院
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