期刊
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
卷 18, 期 -, 页码 36-41出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.bspc.2014.10.012
关键词
Fractional filtering; Zero-phase filtering; Parallel-type filter; Center Grunwald-Letnikov differintegrator; Electrocardiogram signal denoising
资金
- National Natural Science Foundation of China [61074161, 61273103, 61374061]
- Nature Science Foundation from Jiangsu Provincial Department of Education [14KJD510008]
- Jiangsu Provincial Ordinary University Graduate Student Scientific Research Innovation Plan Funded Projects [CXZZ12_0158]
- Doctoral Dissertation Innovation and Excellence Fund of Nanjing University of Aeronautics and Astronautics [BCXJ13_07]
- Jiangsu Province College Students' Practice Innovation Training Program [201410304003Z]
In this paper, a parallel-type fractional zero-phase filtering technique based on the center Grunwald-Letnikov differintegrator is proposed. We first present a left and a right Grunwald-Letnikov differintegrators, which are generalized magnitude-and-phase modulations. By using them in parallel we obtain a center Grunwald-Letnikov differintegrator, essentially a parallel-type fractional zero-phase filter. And then a center symmetrical convolution mask is constructed to implement the proposed fractional zero-phase filter. The method presented eliminates the phase distortion while offering a better compromise between signal denoising and signal information retention than convontional filtering methods. To illustrate this, the differintegrator and conventional filters were applied to electrocardiogram signals. The results indicate that the method we propose has superior performance compared with conventional denoising methods. (C) 2014 Elsevier Ltd. All rights reserved.
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