典型文献
Automatic Removal of Multiple Artifacts for Single-Channel Electroencephalography
文献摘要：
Removing different types of artifacts from the electroencephalography(EEG)recordings is a critical step in performing EEG signal analysis and diagnosis.Most of the existing algorithms aim for removing single type of artifacts,leading to a complex system if an EEG recording contains different types of artifacts.With the advancement in wearable technologies,it is necessary to develop an energy-efficient algorithm to deal with different types of artifacts for single-channel wearable EEG devices.In this paper,an automatic EEG artifact removal algorithm is proposed that effectively reduces three types of artifacts,i.e.,ocular artifact(OA),transmission-line/harmonic-wave artifact(TA/HA),and muscle artifact(MA),from a single-channel EEG recording.The effectiveness of the proposed algorithm is verified on both simulated noisy EEG signals and real EEG from CHB-MIT dataset.The experimental results show that the proposed algorithm effectively suppresses OA,MA and TA/HA from a single-channel EEG recording as well as physical movement artifact.
文献关键词：
中图分类号：
作者姓名：
ZHANG Chenbei;SABOR Nabil;LUO Junwen;PU Yu;WANG Guoxing;LIAN Yong
作者机构：
Department of Micro-Nano Electronics;MoE Key Lab of Artificial Intelligence,Shanghai Jiao Tong University,Shanghai 200240,China;Electrical Engineering Department,Assiut University,Assiut 71516,Egypt;Computing Technology Lab,Alibaba Group,Shanghai 200120,China
文献出处：
引用格式：
[1]ZHANG Chenbei;SABOR Nabil;LUO Junwen;PU Yu;WANG Guoxing;LIAN Yong-.Automatic Removal of Multiple Artifacts for Single-Channel Electroencephalography)[J].上海交通大学学报（英文版）,2022(04):437-451
A类：
B类：
Automatic,Removal,Multiple,Artifacts,Single,Channel,Electroencephalography,Removing,different,types,artifacts,from,electroencephalography,EEG,recordings,critical,step,performing,analysis,diagnosis,Most,existing,algorithms,aim,removing,single,leading,complex,system,contains,With,advancement,wearable,technologies,necessary,develop,energy,efficient,deal,channel,devices,In,this,paper,automatic,removal,proposed,that,effectively,reduces,three,ocular,OA,transmission,line,harmonic,wave,TA,HA,muscle,MA,effectiveness,verified,both,simulated,noisy,signals,real,CHB,MIT,dataset,experimental,results,show,suppresses,well,physical,movement
AB值：
0.527118
相似文献
机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
