Hilbert-Huang Transform based ICA for ECG Denoising
碩士 === 元智大學 === 資訊管理學系 === 97 === Common techniques for ECG noise removal include wavelet transform, principal component analysis, independent component analysis (ICA) and Hilbert-Huang transform (HHT). This study proposes a two-stage ICA-based algorithm that integrates HHT with ICA to improve the p...
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| Other Authors: | |
| Format: | Others |
| Language: | zh-TW |
| Published: |
2009
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| Online Access: | http://ndltd.ncl.edu.tw/handle/93426925857298956925 |
| Summary: | 碩士 === 元智大學 === 資訊管理學系 === 97 === Common techniques for ECG noise removal include wavelet transform, principal component analysis, independent component analysis (ICA) and Hilbert-Huang transform (HHT). This study proposes a two-stage ICA-based algorithm that integrates HHT with ICA to improve the performance of noise removal in ECG signals. Our performance results show that this two-stage algorithm outperforms pure ICA-based methods.
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