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  • 标题:Mode Adaptive Demixing Based on EMD in FMCW System
  • 本地全文:下载
  • 作者:Xinyu Dao ; Min Gao ; Cheng Cheng
  • 期刊名称:Engineering Letters
  • 印刷版ISSN:1816-093X
  • 电子版ISSN:1816-0948
  • 出版年度:2019
  • 卷号:27
  • 期号:1
  • 页码:226-233
  • 出版社:Newswood Ltd
  • 摘要:The problem of mode mixing in the empirical mode decomposition (EMD) vastly restricts extraction of the useful signal and the performance of denoising. An adaptive and convenient demixing algorithm to promote the separation ability of noise and expected signal is proposed. After decomposing the original signal, a multiple-input and multiple-output mechanism is designed to realize optimal reconstruction and decomposition of the first order intrinsic mode functions (imfs). The correlation of each imf is utilized to ascertain appropriate reconstruction order without additive introduction of parameters and components. Compared with EMD, the proposed algorithm maintains the better demixing performance indicated in the measurement results of synthetic signals and real-life frequency modulated continuous wave radar signal.
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