Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6951354 | Biomedical Signal Processing and Control | 2015 | 6 Pages |
Abstract
In this paper, a parallel-type fractional zero-phase filtering technique based on the center Grünwald-Letnikov differintegrator is proposed. We first present a left and a right Grünwald-Letnikov differintegrators, which are generalized magnitude-and-phase modulations. By using them in parallel we obtain a center Grünwald-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 conventional 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.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Jianhong Wang, Yongqiang Ye, Xiang Pan, Xudong Gao,