Title :
Estimation of Speed Distribution of Particles Moving in an Optically Turbid Medium Using Decomposition of a Laser-Doppler Spectrum
Author :
Liebert, A. ; Zolek, N. ; Wojtkiewicz, S. ; Maniewski, R.
Author_Institution :
Inst. of Biocyberentics & Biomed. Eng., Warsaw
Abstract :
In this paper we present validation of laser-Doppler spectrum decomposition procedure in estimation of speed distribution of particles. Decomposition method is based on assumption that measured laser-Doppler spectrum can be approximated by linear combination of Doppler shift probability distributions calculated for different speeds of particles and anisotropy of light scattering in the medium. The Doppler shift probability distributions were calculated using Monte-Carlo simulations for Henyey-Greenstein scattering phase function. This decomposition method allows to obtain distribution of speeds of moving particles in the medium, not only average speed as it was possible in laser-Doppler perfusion monitors. Recently we reported that the method was positively verified on spectra generated for different speed distributions using Monte Carlo simulations. In this study we present results of application of the decomposition procedure in analysis of laser-Doppler spectra obtained in physical phantom experiments. A diluted solution of milk was pumped through a tube with different speeds. The dependence of the obtained distributions of speed of moving particles on the speed of flow was observed. Laser-Doppler spectra obtained during in-vivo experiment were also successfully decomposed. A healthy volunteer was investigated and the spectra of laser-Doppler signal during postocclusive hyperemia test were recorded and analyzed. We conclude that the spectrum decomposition procedure can be successfully applied in analysis of the measured laser-Doppler spectra and the amount of information provided by laser-Doppler technique can be significantly increased.
Keywords :
Doppler measurement; Monte Carlo methods; bio-optics; biological tissues; blood flow measurement; haemorheology; laser applications in medicine; light scattering; measurement by laser beam; phantoms; probability; Doppler shift probability distributions; Henyey-Greenstein scattering phase function; Monte-Carlo simulations; diluted milk solution; healthy volunteer; in-vivo experiment; laser-Doppler spectrum decomposition procedure; light scattering anisotropy; optically turbid medium; particle speed distribution estimation; physical phantom experiments; postocclusive hyperemia test; Doppler shift; Laser theory; Light scattering; Linear approximation; Optical pumping; Optical scattering; Particle measurements; Probability distribution; Pump lasers; Velocity measurement; Humans; Hyperemia; Laser-Doppler Flowmetry; Models, Cardiovascular; Monte Carlo Method; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353230