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ASME Press Select Proceedings
International Conference on Computer Engineering and Technology, 3rd (ICCET 2011)
ISBN:
9780791859735
No. of Pages:
970
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
33 A New Method Based on Discrete Cosine Transform for Removal of ECG Baseline Wander
By
Kai-Tao Yang
,
Kai-Tao Yang
Cognitive Science Department,
Xiamen University
, Xiamen
, China
Fujian Key Laboratory of the Brain-like Intelligent Systems,
Xiamen University
, China
Search for other works by this author on:
Jyun-Jie Lin
,
Jyun-Jie Lin
Department of Information Management,
Yuan Ze University
, Taoyuan
, Taiwan, R.O.C
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Shao-Zi Li
,
Shao-Zi Li
Cognitive Science Department,
Xiamen University
, Xiamen
, China
Fujian Key Laboratory of the Brain-like Intelligent Systems,
Xiamen University
, China
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Jheng-Long Wu
,
Jheng-Long Wu
Department of Information Management,
Yuan Ze University
, Taoyuan
, Taiwan, R.O.C
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Yi-Chan Wu
Yi-Chan Wu
Department of Information Management,
Yuan Ze University
, Taoyuan
, Taiwan, R.O.C
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Page Count:
6
-
Published:2011
Citation
Yang, K, Lin, J, Chang, P, Li, S, Wu, J, & Wu, Y. "A New Method Based on Discrete Cosine Transform for Removal of ECG Baseline Wander." International Conference on Computer Engineering and Technology, 3rd (ICCET 2011). Ed. Zhou, J. ASME Press, 2011.
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Removal of baseline wander is an important preprocessing step before manually or automatically interpreting Electrocardiography (ECG) records. However, baseline wander is usually mingled with the low-frequency part of ECG, which makes it difficult to fully remove baseline wander while preserving the original clinic information. To solve this problem, a real-time approach based on Discrete Cosine Transform (DCT) is presented in this paper. Experimental results on both simulated ECG and real ECG records of PTB database show that the proposed algorithm achieves better performance in terms of preserving the original clinic information than those of well-know wavelet-based methods.
Abstract
Key Words
1 Introduction
2. Discrete Cosine Transform and Its Related Applications
3. Baseline Wander Removal Based on Discrete Cosine Transform
4. Experiments with Simulated and Real ECG Records
5. Discussion and Conclusions
6. Acknowledgment
References
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