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心电信号预处理数字滤波器的设计与分析 被引量:4

Design and Analysis of Digital Filter for ECG Signal Preprocessing
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摘要 针对原始心电信号(Electrocardiogram,ECG)中工频干扰和基线漂移两种主要噪声,设计了基于经典法的切比雪夫I型、整系数IIR以及基于布莱克曼窗的FIR陷波器抑止工频干扰,并且还设计了巴特沃斯和基于z平面的简单极点法的高通滤波器对范围在0.15~1.5 Hz的基线漂移低频干扰信号的滤除.通过对时域和频域观察的滤波结果显示,这些滤波器均能有效滤除干扰. In the original ECG signal,it mixes two kinds of noise with power-line interference and baselinedrift. In this paper,the Chebyshev I filter and the coefficient of IIR filter based on classical method,andthe FIR filter based on Blackman window,which are designed to reduce power-line interference. Besides,the Butterworth and high-pass filter based on z plane and simple pole method are designed to filter the lowfrequency of baseline drift in the range 0.15-1.5 Hz. The filtering results in the time domain and frequencydomain show that these filters can effectively filter the interference.
出处 《淮北师范大学学报(自然科学版)》 CAS 2017年第1期36-40,共5页 Journal of Huaibei Normal University:Natural Sciences
基金 安徽省高校自然科学研究一般项目(KJ2016B007 KJ2014b05)
关键词 心电信号 工频干扰 基线漂移 数字滤波器 ECG power-line interference baseline drift digital filter
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  • 1林孝工,高淑芬.多路心电信号采集与监测系统[J].自动化技术与应用,2004,23(7):52-54. 被引量:3
  • 2张泾周,寿国法,戴冠中.基于小波变换的心电信号噪声处理[J].西北工业大学学报,2005,23(1):11-14. 被引量:24
  • 3唐渝,赵干青.简单整系数递归数字滤波器及其在生物医学中的应用(一)[J].中国医疗器械杂志,1989,13(2):99-101. 被引量:7
  • 4何伟,陈良迟,徐晓红,谢正祥.心电信号及各组分的频率分布和有效带宽研究[J].生物医学工程学杂志,1996,13(4):336-340. 被引量:25
  • 5Lynn PA. Online digital filters for biological signals: some fast designs for a small computer[J].Med & Biol, Eng & Comp, 1977,15:534.
  • 6林家瑞.生物医学数字信号处理[M].武汉:华中科技大学出版社,2001.143-158.
  • 7Jain A K,Ross A,Prabhakar S.An introduction to biometric recogni-tion.IEEE Transactions on Circuits and Systems for Video Technolo-gy,2004;14(1):4-20.
  • 8Biel L,Pettersson O,Philipson L,et al.ECG analysis:a new approach in human identification.IEEE Trans Instrum Meas,2001;(50):808-812.
  • 9Shen T W,Tompkins W J,Hu Y H.One-lead ECG for identity verifi-cation.Houston IEEE Engineering in Medicine and Biology Society and the Biomedical Engineering Society,2002:62-63.
  • 10Raju M.Heart rate and EKG monitor using the MSP430FG439.Texas Instruments,SLAA280,2005,http://focus.ti.com/lit/an/slas280/slaa280.pdf.[ 2007-02-06 ].

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