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科技导报
|研究论文
2011
, 29
(16) :
39
-44
基于脑电节律的小波熵分析方法
全屏
肖毅, 陈善广, 韩东旭
作者信息
中国航天员科研训练中心;人因工程重点实验室,北京 100193
通讯作者:
陈善广(中国科协所属全国学会个人会员登记号:S090800148M),研究员,研究方向为人机环境系统工程、航天医学工程等,电子信箱:tigercsg@163.com
A New Wavelet Entropy Method Based on the EEG Rhythm Characteristics
XIAO Yi, CHEN Shanguang, HAN Dongxu
Affiliations
National Laboratory of Human Factors Engineering; Astronaut Training and Research Center, Beijing 100193, China
出版时间: 2011-06-08
doi: 10.3981/j.issn.1000-7857.2011.16.004
文章导航
针对现有小波熵方法的影响因素分析不明确,影响认知特性的分析结果和可比性,本文确定了分解层数和P n (第n 个子空间信号能量与信号总能量之比)的选择和计算原则,在此基础上结合脑电节律特性,提出了一种基于节律特征的脑电小波熵分析方法,以构成节律信号的所有子空间为单元,统计所有子空间的能量和作为该节律的能量,经过计算得到脑电节律小波熵。基于该方法提取的脑电小波熵值描述了脑电节律信号的分布情况,同时结合小波熵值与脑电节律的联系,分析了小波熵值变化的原因,可追溯到脑电节律信号的变化规律,进而分析相应的认知特性,初步建立了脑电信号—脑电节律—脑电节律小波熵-认知特性的联系。
脑电节律
/
小波熵
/
认知特性
/
分解层数
/
相互联系
The analysis of the influencing factors of the wavelet entropy is not simple, which involves the cognitive analysis based on the wavelet entropy of EEG, so some selection and calculation principles of the decomposition level and P n should be determined. A new wavelet entropy method based on the EEG rhythm characteristics is proposed in this paper, which takes all subspaces of each rhythm as a unit, then calculates the wavelet entropy based on the power of the rhythm. The relationships between the EEG and the wavelet entropy are established by the method. The method is verified in detail by the BCI IV EEG data. Furthermore the relationships between the EEG wavelet entropy and the EEG characteristic are further explored. The method provides an important way for further physiological analysis of the EEG, and the relationships between EEG-rhythm characteristics, EEG wavelet entropy and cognitive features are established by the method.
EEG rhythm
/
wavelet entropy
/
cognitive characteristic
/
decompose levels
/
relationships
肖毅;陈善广;韩东旭.
基于脑电节律的小波熵分析方法.
科技导报,
2011
, 29
(16)
: 39
-44
.
DOI: 10.3981/j.issn.1000-7857.2011.16.004
XIAO Yi;CHEN Shanguang;HAN Dongxu.
A New Wavelet Entropy Method Based on the EEG Rhythm Characteristics[J].
Science & Technology Review ,
2011
, 29
(16)
: 39
-44
.
DOI: 10.3981/j.issn.1000-7857.2011.16.004
2011年第29卷第16期
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BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2011.16.004
接收时间:2011-04-01
首发时间:2011-06-08
出版时间:2011-06-08
收稿日期:2011-04-01
修回日期:2011-05-12
通讯作者:
陈善广(中国科协所属全国学会个人会员登记号:S090800148M),研究员,研究方向为人机环境系统工程、航天医学工程等,电子信箱:tigercsg@163.com
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2011.16.004
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2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
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