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Ensemble empirical mode decomposition based ECG noise filtering method
2010 International Conference on Machine Learning and Cybernetics, 2010Electrocardiogram is often corrupted by various noises, such as high-frequency muscle contraction. In this study, ensemble empirical mode decomposition (EEMD) was used for ECG noise reduction. Gaussian noise was applied and the average (ensemble) intrinsic mode function (IMF) was used for ECG reconstruction.
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Fault Feature Extraction of Gearboxes Using Ensemble Empirical Mode Decomposition
2011The paper employs ensemble empirical mode decomposition (EEMD) to extract the fault information from the signal collected from a defective gearbox. In view of the shortcoming of the mode mixing which empirical mode decomposition (EMD) fails to overcome, the EEMD method is used to decompose the signal captured from the defective gearbox and successfully
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Hardware architecture design for complementary ensemble empirical mode decomposition algorithm
Integration, 2023Kaushik Das, Sambhu Nath Pradhan
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COMPLEMENTARY ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOVEL NOISE ENHANCED DATA ANALYSIS METHOD
Advances in Adaptive Data Analysis, 2010Jiann-Shing Shieh, Nordén E Huang
exaly
Measurement: Journal of the International Measurement Confederation, 2019
Shengxiang Huang, Chenfeng Li
exaly
Shengxiang Huang, Chenfeng Li
exaly
Ensemble empirical mode decomposition-entropy and feature selection for pantograph fault diagnosis
JVC/Journal of Vibration and Control, 2020Ying Shi, Cai Yi
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Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting
Applied Soft Computing Journal, 2017Ye Ren +2 more
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