Study of intelligent bio-feedback therapy system based on transcutaneous electrical nerve stimulation and surface EMG signals
文献类型：会议论文
| 作者 | Zeng DeWen; Hui Youpan; He Qing; Leng Bin; Wang HaiBin; Zou Hehui; Wu Wenkai |
| 出版日期 | 2013 |
| 会议名称 | 2013 IEEE International Conference on Information and Automation, ICIA 2013 |
| 会议地点 | Yinchuan, China |
| 英文摘要 | In this study, a novel artificial biofeedback system based on the transcutaneous electrical nerve stimulation and pattern recognition of surface electromyography(sEMG) signals is designed for the rehabilitation treatment. This system is composed of hardware circuit of sEMG acquisition, surface Agcl electrodes, electrical nerve stimulator and relevant software. The main purpose of the system is to cure the nerve and muscle disease by biofeedback intelligent technology instead of physicians, that is, by means of feature extraction and classification of sEMG, the system can identify three different state (sensory, motorial, painful) and the fatigue state of the muscle, then according to above discrimination results to control the output of the stimulator automatically. In this paper, Firstly, a surface electromyographic signal acquisition circuit and signal processing interface based MFC are developed and designed. Secondly, the AR(Auto-Regressive)and WT(wavelet transform) are adopted for signal feature extraction, then extracted feature vectors are feed to the SVM(support vector machine) classifier. Finally, according to the discrimination results to regulate the output of the stimulator. Experiments verify the effectiveness of the system. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/4559]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | 2013 |
| 推荐引用方式 GB/T 7714 | Zeng DeWen,Hui Youpan,He Qing,et al. Study of intelligent bio-feedback therapy system based on transcutaneous electrical nerve stimulation and surface EMG signals[C]. 见:2013 IEEE International Conference on Information and Automation, ICIA 2013. Yinchuan, China. |
入库方式： OAI收割
来源：深圳先进技术研究院
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