OALib Journal期刊
ISSN: 2333-9721
费用:99美元
|
|
|
应用锁定放大原理去除脑电干扰
, PP. 75-78
Keywords: 锁定放大器,去噪,脑电,工频干扰,反馈
Abstract:
介绍了一种新型的去除工频干扰的方法.算法的主要思想源于硬件电路中的锁定放大器,它能精确地检验出信号中工频干扰的幅度、频率和相位并重构出干扰信号,将原始信号减去重构出的干扰信号即能得到正确的低噪信号.算法继承了锁定放大器出色的抗干扰能力.用一段采样频率为200Hz的单导联脑电(EEG)数据测试算法,在其中添加了幅度、频率和相位在一定范围随机变化的噪声信号,最终得到的还原波形与原波形基本一样.还原波形与污染波形相比,信噪比提高了约30dB,取得了令人满意的效果.
References
[1] | [ 龙兴明, 周静. 心电信号预处理中基于MATLAB的陷波器设计[ J]. 重庆师范学院学报: 自然科学版, 2003, 20( 3): 26-
|
[2] | Long X ingm ing, Zhou Jing. The des ign o f 50H z band-stop filter based onMATLAB and its application in ECG signa l pre-processing[
|
[3] | J]. Journal of Chongq ing No rm al Univers ity: Natural Science Ed ition, 2003, 20( 3): 26-28. ( in Ch inese)
|
[4] | [ 戚士涛, 汤黎明, 吴敏, 等. 基于MATLAB 的工频干扰陷波器设计[ J]. 医疗卫生装备, 2005, 26( 8): 3-4.
|
[5] | Q i Sh itao, Tang L im ing, W uM in, et a.l Des ign of 50 H z no tch filter based onMATLAB[ J]. Ch ineseM ed ica l Equ ipm ent
|
[6] | Jou rna,l 2005, 26( 8): 3-4. ( in Ch inese)
|
[7] | [ Tong T J, Chen Y, Tong J J, e t a .l A new application o f lock- in-amp lifier- adaptive no ise cance ller[ C ] / / The 3rd Inte rnational
|
[8] | Con ference on B io inform atics and B iom edical Eng ineer ing. New Yo rk: IEEE Press, 2009.
|
[9] | [ SuzannaM M M artens, M assim oM isch,i S Guid Oe,i e t a .l An improved adaptive pow er line interference cance ller for e lectroca
|
[10] | rdiography[ J]. IEEE Trans B iom ed Eng, 2006, 53( 11): 2 220-2 231.
|
[11] | [ 高晋占. 微弱信号检测[M ]. 北京: 清华大学出版社, 2007.
|
[12] | Gao Jinzhan. Detec tion o fW eak Signa ls[M ]. B eijing: T singHua University Press, 2007. ( in Ch inese)
|
[13] | [ RodrigoQu ian Qu iroga. EEG, ERP and sing le ce ll recordings database[ EB /OL]. http: / /www. v is. ca ltech. edu /~ rodri/data.
|
Full-Text
|
|
Contact Us
service@oalib.com QQ:3279437679 
WhatsApp +8615387084133
|
|