Title :
Time-frequency distribution based on local frequency and EMD
Author :
Liu, Shulin ; Wang, Hui ; Ma, Rui ; Zhao, Haifeng
Author_Institution :
Dept. of Precision Mech. Eng., Shanghai Univ., Shanghai
Abstract :
As for the limitation of traditional frequency, the concept of local frequency is proposed, which makes the physical meaning of frequency more clear. The wide adaptability of local frequency is also discussed. Moreover, a novel time-frequency analysis approach is presented based on local frequency and EMD. The time-frequency distributions of simulated signals are investigated by the new approach. Compared with the HHT time-frequency distribution, the results show that concept of local frequency is correct and the time-frequency analysis approach presented is effective.
Keywords :
signal processing; statistical distributions; time-frequency analysis; EMD; HHT; empirical mode decomposition; local frequency; signal processing; time-frequency analysis; time-frequency distribution; Educational institutions; Fluctuations; Marketing and sales; Mechanical engineering; Petroleum; Signal analysis; Signal processing; Tellurium; Time frequency analysis; Transportation;
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
DOI :
10.1109/ICALIP.2008.4590162