A method of removing baseline drift in ECG signal based on morphological filtering

被引:7
|
作者
Pang Yu [1 ]
Deng Lu [1 ]
Lin Jin-Zhao [1 ]
Li Zhang-Yong [1 ]
Zhou Qian-Neng [1 ]
Li Guo-Quan [1 ]
Huang Hua-Wei [1 ]
Zhang Yi [2 ]
Wu Wei [3 ]
机构
[1] Chongqing Univ Posts & Telecommun, Coll Elect Engn, Chongqing 400065, Peoples R China
[2] Natl Engn Res Ctr Ultrasound Med, Chongqing 401121, Peoples R China
[3] Sichuan Univ, Inst Elect Informat, Chengdu 610050, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
ECG; baseline drift; morphological filter; structural element;
D O I
10.7498/aps.63.098701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Removing baseline drift is an important step in preprocessing ECG signal. The traditional methods have disadvantages of large computation and poor results. This paper utilizes the morphology theory combined with the characteristics of ECG signal to propose a morphological method for removing the baseline drift, which uses different shapes and sizes to design a two-stage morphological filter and perform cascaded combination operations of closing-opening and opening-closing respectively. The proposed method is verified that it can maintain the morphological specificity, improve the SNR, reduce the MSE, and remove the noise efficiently.
引用
收藏
页数:6
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