Symbolic transfer entropy analyzed sleep electroencephalogram
The quality of sleep has a great relation-ship with health.The result of sleep stage classification is an lmportant indicator to measure the quality of sleep.It was found that the symbolic transfer entropy about the a wave of the wake and the first stage of non-rapid eye movement sleep reflect on the changes of sleep stage.And it was confirmed by T test and multisamples experiments.The symbolic transfer entropy can apply into automatic sleep stage classification.By Multi-parameter analysis it could achieve a higher accuracy of sleep stage classification.
EEG symbolic transfer entropy sleep stage classification α wave
Ruijun Chang Liu Yang Qiuping Chen Jun Wang
Image Processing and Image Communications Key Lab,College of Geo&Bio Information,Nanilng Univ of Posts&Telecomm,Nanjing 210003,China
国际会议
北京
英文
1354-1358
2013-03-14（万方平台首次上网日期，不代表论文的发表时间）