Empirical Wavelet Transform
Citations
4,111 citations
Cites background or methods from "Empirical Wavelet Transform"
...…local minima/maxima in a signal, estimates lower/ upper envelopes by interpolation of these extrema, removes the average of the envelopes as “low-pass” centerline, thus isolating the high-frequency oscillations as “mode” of a signal, and continues recursively on the remaining “low-pass” centerline....
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...The variational model assesses the bandwidth of the modes as -norm, after shifting the Hilbert-complemented, analytic signal down into baseband by complex harmonic mixing....
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Additional excerpts
...Gilles [45] introduced empirical wavelet trans-...
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340 citations
References
18,956 citations
"Empirical Wavelet Transform" refers methods in this paper
...In this paper, as we will use the Fourier formalism in Section III, we adopt the description used in [4] which is slightly different from the original used in [9]....
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...[9] to extract such IMFs is a pure algorithmic method....
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...[9] proposed an original method called Empirical Mode Decomposition (EMD) to decompose a signal into specific modes (we define the meaning of “mode” hereafter)....
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...In this paper, we follow the idea used in the Hilbert-Huang transform [9]....
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3,307 citations
"Empirical Wavelet Transform" refers background in this paper
...We also want to mention the differences with local cosine (sine) bases [1], [2]....
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2,600 citations
"Empirical Wavelet Transform" refers background in this paper
...For further details, we refer the reader to the extensive literature about the wavelet theory, see for example [3], [10], [12], [14]....
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2,304 citations
1,704 citations
"Empirical Wavelet Transform" refers background or methods in this paper
...In this paper, as we will use the Fourier formalism in Section III, we adopt the description used in [4] which is slightly different from the original used in [9]....
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...[4] entitled “synchrosqueezed wavelets”....
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...In [4], the authors proposed to model a mode as an amplitude modulated-frequency modulated (AM-FM) signal and then use the properties of such signals to build a functional to represent the whole signal....
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