A Pilot Study of Using Forcemyography (FMG) to Record Upper-limb Movements for Human-machine Interactive Control
文献类型：会议论文
| 作者 | Oluwarotimi Willianms Samuel; Li, Guanglin; Fang, Peng; Zhang, Nanxin; Li, Xiangxin; Huang, Pingao |
| 出版日期 | 2018 |
| 会议日期 | 2018 |
| 会议地点 | Honolulu, Hawaii, USA |
| 英文摘要 | Forcemyography (FMG) is a method to record real-time body motions, which has application potentials for human-machine interactive control. The FMG registers the change of force distribution in the normal direction on muscle surface during limb movements, and the body motions can be recognized by decoding the FMG patterns. In this study, we used FMG to record upper-limb movements and evaluated the influence of different configurations of signal channel and feature on motion classification performances. A four-channel wearable FMG acquisition system was developed to record seven upper-limb movements on each of six able-bodied subjects. The preliminary results showed that the number of signal channel has significant influence on the motion classification performance; however, the influence of signal feature number on the motion classification performance was insignificant. On the other hand, the influence of channel combination and feature combination were also shown and discussed in this paper. This work would support the application potential of FMG for body motion recording and may provide useful instructions for the use of FMG in future human-machine interactive control. |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/14453]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 推荐引用方式 GB/T 7714 | Oluwarotimi Willianms Samuel,Li, Guanglin,Fang, Peng,et al. A Pilot Study of Using Forcemyography (FMG) to Record Upper-limb Movements for Human-machine Interactive Control[C]. 见:. Honolulu, Hawaii, USA. 2018. |
入库方式： OAI收割
来源：深圳先进技术研究院
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