کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
561901 875338 2009 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Time-varying frequency-shifting signal-assisted empirical mode decomposition method for AM–FM signals
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Time-varying frequency-shifting signal-assisted empirical mode decomposition method for AM–FM signals
چکیده انگلیسی

A time-varying frequency-shifting signal-assisted empirical mode decomposition (EMD) method is presented in this paper. For AM–FM signals, if the extrema density (average number of extrema per unit length) is higher, the frequency is higher approximately, and vice versa. The assisted signal in this method is directly derived from the local extrema using the least square method, and avoids the difficulty that masking signals are not adaptively examined so that the masking signal may not always enable the EMD to generate true mono-component intrinsic mode functions (IMFs). Therefore, the constructed assisted signal is adaptive and suitable for the analysis of frequency-varying components. Compared with the traditional EMD, the method mainly solves the following problems of the traditional EMD: the traditional EMD fails to separate the modes whose frequencies are time-varying and lie within an octave, and fails to remove the time-varying frequency mode-mixing. The results of three experiments are given to show our method's performance and efficiency.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Mechanical Systems and Signal Processing - Volume 23, Issue 8, November 2009, Pages 2458–2469
نویسندگان
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