Partial noise assisted multivariate EMD: An improved noise assisted method for multivariate signals decomposition
• An improved partial noise assisted multivariate empirical mode decomposition (PNA-MEMD) method has been proposed. • High-frequency band-limited noise is adopted in the proposed PNA-MEMD method. • Our new method improves the decomposition accuracy and computational efficiency in contrast with stand...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Huang, Weiping [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2017 |
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| Schlagwörter: |
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| Umfang: |
16 |
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| Übergeordnetes Werk: |
Enthalten in: Independent influences of excessive body weight and elevated blood pressure from childhood on left ventricular geometric remodeling in adulthood - Yan, Yinkun ELSEVIER, 2017, Amsterdam [u.a.] |
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| Übergeordnetes Werk: |
volume:36 ; year:2017 ; pages:205-220 ; extent:16 |
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| DOI / URN: |
10.1016/j.bspc.2017.04.003 |
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ELV030429048 |
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| 520 | |a • An improved partial noise assisted multivariate empirical mode decomposition (PNA-MEMD) method has been proposed. • High-frequency band-limited noise is adopted in the proposed PNA-MEMD method. • Our new method improves the decomposition accuracy and computational efficiency in contrast with standard NA-MEMD. • Experiment on motor imagery EEG data indicates that the proposed method performs well in locating basis frequencies. | ||
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| 650 | 7 | |a Noise assisted MEMD |2 Elsevier | |
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| 700 | 1 | |a Wang, Ziyang |4 oth | |
| 700 | 1 | |a Liang, Jun |4 oth | |
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• An improved partial noise assisted multivariate empirical mode decomposition (PNA-MEMD) method has been proposed. • High-frequency band-limited noise is adopted in the proposed PNA-MEMD method. • Our new method improves the decomposition accuracy and computational efficiency in contrast with standard NA-MEMD. • Experiment on motor imagery EEG data indicates that the proposed method performs well in locating basis frequencies. |
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• An improved partial noise assisted multivariate empirical mode decomposition (PNA-MEMD) method has been proposed. • High-frequency band-limited noise is adopted in the proposed PNA-MEMD method. • Our new method improves the decomposition accuracy and computational efficiency in contrast with standard NA-MEMD. • Experiment on motor imagery EEG data indicates that the proposed method performs well in locating basis frequencies. |
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• An improved partial noise assisted multivariate empirical mode decomposition (PNA-MEMD) method has been proposed. • High-frequency band-limited noise is adopted in the proposed PNA-MEMD method. • Our new method improves the decomposition accuracy and computational efficiency in contrast with standard NA-MEMD. • Experiment on motor imagery EEG data indicates that the proposed method performs well in locating basis frequencies. |
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