Title :
Extraction of vibration components from a rotating propeller model based on complex empirical mode decomposition
Author :
Ji-Hoon Park ; Woo-Yong Yang ; Jun-Woo Bae ; Noh-Hoon Myung
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Abstract :
In this paper, we present extraction of vibration components embedded in signatures from rotating propellers. In order to deal with complex-valued signatures, complex empirical mode decomposition (CEMD), an extended version of EMD, is employed to extract the vibration components. With FEKO simulation, we obtain composite signatures induced by both rotation and vibration of the simply modeled propeller for two different cases. Then CEMD is applied to these signatures and the reconstructed vibration components are analyzed in the joint time-frequency domain. The estimated vibration-related parameters showed reasonable agreement with actual motion parameters. This paper shows good possibility of predicting new characteristics from rotating propellers.
Keywords :
propellers; radar signal processing; radar target recognition; time-frequency analysis; CEMD; FEKO simulation; actual motion parameter; complex empirical mode decomposition; complex valued signature; rotating propeller model; time-frequency domain; vibration component extraction; Blades; Frequency modulation; Propellers; Radar; Spectrogram; Time-frequency analysis; Vibrations; Doppler effect; radar signal processing; radar target recognition; signal decomposition; time-frequency analysis;
Conference_Titel :
Microwave Conference Proceedings (APMC), 2013 Asia-Pacific
Conference_Location :
Seoul
DOI :
10.1109/APMC.2013.6694943