DocumentCode :
239771
Title :
A new sifting method based on inflection point
Author :
Hong Hong ; Heng Zhao ; Yusheng Li ; Chen Gu ; Xiaohua Zhu
Author_Institution :
Sch. of Electron. & Opt. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
fYear :
2014
fDate :
20-23 Aug. 2014
Firstpage :
228
Lastpage :
232
Abstract :
A new sifting method based on inflection point (S-BIP) for empirical mode decomposition is proposed in this paper, aiming at separating the modes with frequencies overlapped in an octave. The numerical analysis for some typical synthetic signals shows that the new approach can significantly reduce the ratio of the upper and lower frequency limits of an intrinsic mode function from 2 to 1.3, which mitigating the scale-mixing effect and enhancing the power of frequency resolution. In addition, as compared to the existing schemes, the proposed method significantly reduces computational complexity and benefit its spread application in real signal processing.
Keywords :
signal resolution; time-frequency analysis; S-BIP; computational complexity; empirical mode decomposition; frequency resolution; intrinsic mode function; numerical analysis; real signal processing; sifting method based on inflection point; synthetic signals; Conferences; Digital signal processing; Empirical mode decomposition; Oscillators; Signal resolution; Time-frequency analysis; empirical mode decomposition; inflection point; intrinsic mode function; scale mixing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing (DSP), 2014 19th International Conference on
Conference_Location :
Hong Kong
Type :
conf
DOI :
10.1109/ICDSP.2014.6900834
Filename :
6900834
Link To Document :
بازگشت