EMD sifting based on bandwidth
Xuan, B; Xie, QW; Peng, SL
AbstractEmpirical-mode decomposition (EMD) provides a powerful tool for adaptive multiscale analysis of nonstationary signals. Aiming at the intrinsic mode function (IMF) criteria in sifting process and the scale mixing problem in EMD, this paper proposes a bandwidth criterion for IMF. By analyzing the simulated signal, it is confirmed that the IMFs obtained with the bandwidth criterion approximate the real components better and reflect the intrinsic information of the analyzed signal. Furthermore, the criterion based on bandwidth can weaken the scale mixing problem.
KeywordEmpirical-mode Decomposition (Emd) Intrinsic Mode Function (Evif) Instantaneous Frequency (If) Local Narrowband Signal
Subject AreaEngineering, Electrical & Electronic
Indexed BySCI
WOS IDWOS:000248234800008
Citation statistics
Cited Times:36[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
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GB/T 7714
Xuan, B,Xie, QW,Peng, SL. EMD sifting based on bandwidth[J]. IEEE SIGNAL PROCESSING LETTERS,2007,14(8):4,537-540.
APA Xuan, B,Xie, QW,&Peng, SL.(2007).EMD sifting based on bandwidth.IEEE SIGNAL PROCESSING LETTERS,14(8),4,537-540.
MLA Xuan, B,et al."EMD sifting based on bandwidth".IEEE SIGNAL PROCESSING LETTERS 14.8(2007):4,537-540.
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