| 左右手运动意识任务的分类 |
| |
| 引用本文： | 薛斌强,和卫星.左右手运动意识任务的分类[J].微计算机信息,2006,22(34):237-239. |
| |
| 作者姓名： | 薛斌强 和卫星 |
| |
| 作者单位： | 212013,江苏镇江市江苏大学电气学院 |
| |
| 摘 要： | 本研究提出了利用事件相关ERD/ERS和相同步提取脑电运动意识任务特征,应用Fisher线性判别式分析法,对想象左右手运动任务进行了分类,并获得了满意的效果。对被试者想象左右手运动过程中,记录的脑电信号采用了能量分析法量化了事件相关去同步ERD和事件相关同步ERS时程,同时提取了相位信息。最后对测试数据进行分类,最大正确分类率达到了83.20%,与用多通道AR模型提取特征方法相比,效果更好,从而为大脑运动意识任务的分类提供了新思路。
|
| 关 键 词： | 事件相关同步 事件相关去同步 相同步 |
| 文章编号： | 1008-0570(2006)12-1-0237-03 |
| 修稿时间： | 2006年5月27日 |
Classification between Left and Right Hand Motor Imagery Tasks |
| |
| XUE BINQIANG,HE WEIXING.Classification between Left and Right Hand Motor Imagery Tasks[J].Control & Automation,2006,22(34):237-239. |
| |
| Authors: | XUE BINQIANG HE WEIXING |
| |
| Abstract: | he paper proposed the method extracting brain motor consciousness feature by event- related desynchronization /synchroniza- tion(ERD/ERS) potential and phase synchronization.Applying Fisher linear discriminant analysis to distinguish the left and right hand motor imagery tasks,he satisfied result was obtained. ERD/ERS time course was quantified by energy analysis,and simultaneously ex- tracted phase information. Finally, the test data were analyzed and then indicated that the method was effective and it might provide a new way for the classification of mental tasks. |
| |
| Keywords: | event-related desynchronization synchronization phase synchronization |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
