Title :
Empirical mode decomposition of wall shear stress induced by blood flow in rat common carotid arteries
Author :
Qin, K.R. ; Wang, S.Z. ; Wu, H. ; Ding, G.H.
Author_Institution :
Shanghai Res. Center of Acupuncture & Meridians, Shanghai, China
Abstract :
In this paper, wall shear stress (WSS) in rat common carotid arteries is numerically determined by pulsatile blood flow rate and vessel radius. The WSS is then decomposed into the Intrinsic Mode Functions (IMFs) by Empirical Mode Decomposition (EMD) proposed by Huang et al. in 1998. The mean frequencies and energy densities of the IMFs are computed and analyzed. It is shown that EMD of WSS in the rat common carotid arteries acted as a filter bank of λth order, where λ ~ 1.5 - 1.9 and the values of λ for Spontaneously Hypertensive Rats (SHRs) are larger than those for Wistar Kyoto rats (WKYs) at ages of 12w and 18w, respectively. The λ might be an index reflecting the intrinsic frequency characteristics of WSS. In contrast to Fourier spectra of WSS, the EMD spectra are more appropriate to differentiate the frequency characteristic of WSS signals between SHRs and WKYs. These results show a new view of frequency content of arterial WSS, which might be useful for the study of the blood-flow induced arterial remodeling.
Keywords :
Hilbert transforms; blood vessels; haemodynamics; pulsatile flow; shear flow; Fourier spectra; Hilbert transform; Wistar Kyoto rats; common carotid arteries; empirical mode decomposition; energy densities; filter bank; intrinsic frequency characteristics; intrinsic mode functions; mean frequencies; pulsatile blood flow; spontaneously hypertensive rats; wall shear stress; Automatic control; Automation; Blood flow; Carotid arteries; Filter bank; Frequency; Hypertension; In vivo; Rats; Stress control;
Conference_Titel :
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-5195-1
Electronic_ISBN :
1948-3449
DOI :
10.1109/ICCA.2010.5524285