Ledbetter-Nelepovitz C C, Rao B D, Fronek A
ORINCON Corporation, San Diego, California 92121.
Microvasc Res. 1991 Mar;41(2):164-72. doi: 10.1016/0026-2862(91)90018-7.
In this paper a signal processing method based on an important tool of numerical analysis, the singular value decomposition (SVD), is used. This method is applied to the unprocessed output of a Laser-Doppler fluxmeter to obtain parameters that are more sensitive to blood velocity than to hematocrit. The SVD-based method utilizes the exponential shape of the frequency spectrum of the laser light scattered from the moving red blood cells and demonstrates an inverse relationship between the damping constant beta associated with the exponential shape and the blood velocity. This method was applied to samples of rat blood of several known hematocrit values that were rotated at different velocities on a turntable. The method extracted one dominant singular value from the spectra, indicating that the spectra can be modeled as a single exponential dominated by scatterings with a single moving red blood cell. A 68% change in inverse velocity resulted in a 50% change in the damping constant (hematocrit 29.5% vol). On the other hand, a 37% change in hematocrit resulted in a far smaller change in the damping constant beta of only 17%. Analysis of the extracted parameters shows that the damping constants are far more influenced by blood velocity than by blood hematocrit.
本文采用了一种基于数值分析重要工具——奇异值分解(SVD)的信号处理方法。该方法应用于激光多普勒血流仪的未处理输出,以获得对血流速度比对血细胞比容更敏感的参数。基于SVD的方法利用了从移动的红细胞散射的激光频谱的指数形状,并证明了与指数形状相关的阻尼常数β与血流速度之间的反比关系。该方法应用于在转盘上以不同速度旋转的几种已知血细胞比容值的大鼠血液样本。该方法从光谱中提取了一个主导奇异值,表明光谱可以建模为单个指数,由单个移动红细胞的散射主导。反向速度68%的变化导致阻尼常数50%的变化(血细胞比容29.5%体积)。另一方面,血细胞比容37%的变化导致阻尼常数β的变化小得多,仅为17%。对提取参数的分析表明,阻尼常数受血流速度的影响远大于受血细胞比容的影响。