Performance of electromyography recorded using textile electrodes in classifying arm movements
文献类型：会议论文
| 作者 | Guanglin Li; Yanjuan Geng; Dandan Tao; Ping Zhou |
| 出版日期 | 2011 |
| 会议名称 | 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 |
| 会议地点 | Boston, MA, United states |
| 英文摘要 | Electromyography (EMG) signals are commonly recorded using the Ag/AgCl gel electrodes in myoelectric prosthetic control. While a gelled electrode may provide high-quality EMG recordings, it is inconvenient in clinical application of a myoelectric prosthesis. A novel type of signal sensors-textile electrodes should be ideal in control of myoelectric prostheses. However, it is unknown whether the performance of textile electrodes is comparable to commonly used electrodes in classifying arm movements. In this study, the custom-made bipolar textile electrodes were fabricated using copper-based nickel-plated conductive fabric and were used to record EMG signals. The performance of EMG signals recorded with textile electrodes in identifying nine arm and hand movements were investigated. Our pilot results showed that the average classification accuracy across six able-bodied subjects was 94.05% when using textile electrodes and 94.26% when using conventional electrodes, with no significant difference between the two types of electrodes (p0.81). The pilot results suggest that the textile electrodes could achieve similar performance in classifying arm movements in control of myoelectric prostheses as the gelled metal electrodes. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3526]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | 2011 |
| 推荐引用方式 GB/T 7714 | Guanglin Li,Yanjuan Geng,Dandan Tao,et al. Performance of electromyography recorded using textile electrodes in classifying arm movements[C]. 见:33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. Boston, MA, United states. |
入库方式： OAI收割
来源：深圳先进技术研究院
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