De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering
Common medical signals such as pulse signals, contain a variety of noises, have strong nonlinear and non-stationary. According to the previous wavelet transformation method, a pulse signals de-noising algorithm based on dual-tree complex wavelet transform（DTCWT）was proposed. With the advantage of si...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2016-12-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016321/ |
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| _version_ | 1841530087993769984 |
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| author | Dan LI Huiqian WANG Tong BAI Jinzhao LIN Yu PANG Xiaoming JIANG Yuhao JIANG |
| author_facet | Dan LI Huiqian WANG Tong BAI Jinzhao LIN Yu PANG Xiaoming JIANG Yuhao JIANG |
| author_sort | Dan LI |
| collection | DOAJ |
| description | Common medical signals such as pulse signals, contain a variety of noises, have strong nonlinear and non-stationary. According to the previous wavelet transformation method, a pulse signals de-noising algorithm based on dual-tree complex wavelet transform（DTCWT）was proposed. With the advantage of simple construction, clear mathematical implications and low computational complexity, this method overcame the shift sensitive and the frequency aliasing in the discrete wavelet transform. The simulation results show that this algorithm can remove the power line interference and EMG interference, and the quantitative index of SNR and mean square error is superior to the traditional threshold de-noising algorithm. Therefore, the dual-tree complex wavelet transform de-noising algorithm will obtain clear medical wave signals. |
| format | Article |
| id | doaj-art-ca4754a1a76b49e68cc552746830e1b1 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2016-12-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-ca4754a1a76b49e68cc552746830e1b12025-01-15T03:13:43ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012016-12-0132939859605575De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filteringDan LIHuiqian WANGTong BAIJinzhao LINYu PANGXiaoming JIANGYuhao JIANGCommon medical signals such as pulse signals, contain a variety of noises, have strong nonlinear and non-stationary. According to the previous wavelet transformation method, a pulse signals de-noising algorithm based on dual-tree complex wavelet transform（DTCWT）was proposed. With the advantage of simple construction, clear mathematical implications and low computational complexity, this method overcame the shift sensitive and the frequency aliasing in the discrete wavelet transform. The simulation results show that this algorithm can remove the power line interference and EMG interference, and the quantitative index of SNR and mean square error is superior to the traditional threshold de-noising algorithm. Therefore, the dual-tree complex wavelet transform de-noising algorithm will obtain clear medical wave signals.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016321/de-noisingDTCWTmorphological filteringpulse signal |
| spellingShingle | Dan LI Huiqian WANG Tong BAI Jinzhao LIN Yu PANG Xiaoming JIANG Yuhao JIANG De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering Dianxin kexue de-noising DTCWT morphological filtering pulse signal |
| title | De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering |
| title_full | De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering |
| title_fullStr | De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering |
| title_full_unstemmed | De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering |
| title_short | De-noising method of pulse signal based on double-tree complex wavelet transform and morphological filtering |
| title_sort | de noising method of pulse signal based on double tree complex wavelet transform and morphological filtering |
| topic | de-noising DTCWT morphological filtering pulse signal |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016321/ |
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