Thompson David, Verveld Wietske, Lajoinie Guillaume, Versluis Michel, Steenbergen Wiendelt, Bosschaart Nienke
University of Twente, TechMed Centre, Biomedical Photonic Imaging Group, Enschede, The Netherlands.
University of Twente, TechMed Centre, Physics of Fluids Group, Enschede, The Netherlands.
J Biomed Opt. 2025 Aug;30(8):087002. doi: 10.1117/1.JBO.30.8.087002. Epub 2025 Aug 26.
Monte Carlo simulation of light propagation in turbid media is important in biomedical optics. Most existing platforms simulate light-tissue interactions in backscattering and planar geometries and are voxel-based, which limits their ability to model curved boundaries accurately. Few platforms incorporate Doppler shifts from flowing media, and they allow limited customization of flow profiles and scattering properties. Although laser Doppler flowmetry (LDF) is common in backscattering-based tissue measurements or low-scattering through-transmission setups, the intermediate case of through-transmission measurements in more scattering samples is underexplored. This case is relevant for applications such as flow quantification in lab-on-a-chip systems and inline flow sensors for biological fluids.
To study flow in highly scattering samples (1 to ), we developed a voxel-free Monte Carlo simulation platform for through-transmission LDF: MC-Doppler. We compare simulated and experimental Doppler power spectra.
MC-Doppler uses unit vectors and ray tracing to model light propagation, with fully customizable scattering phase functions and flow fields. It was tested with various suspensions of differently sized polystyrene beads, at flow rates ranging from 0 to , within a 1 mm diameter glass tube.
Simulated and measured Doppler power spectra matched well for scattering coefficients up to . Mismatches between the spectra were found near .
MC-Doppler accurately simulates light propagation for through-transmission laser Doppler up to moderate scattering coefficients.
在生物医学光学中,蒙特卡罗模拟光在混浊介质中的传播非常重要。现有的大多数平台模拟的是后向散射和平面几何结构中的光与组织相互作用,并且基于体素,这限制了它们精确模拟弯曲边界的能力。很少有平台考虑流动介质产生的多普勒频移,并且它们对流动剖面和散射特性的定制有限。尽管激光多普勒血流仪(LDF)在基于后向散射的组织测量或低散射的透射设置中很常见,但在散射更强的样品中进行透射测量这种中间情况却很少被研究。这种情况与诸如芯片实验室系统中的流量定量以及生物流体在线流量传感器等应用相关。
为了研究高散射样品(1至 )中的流动,我们开发了一种用于透射式LDF的无体素蒙特卡罗模拟平台:MC - 多普勒。我们比较了模拟和实验得到的多普勒功率谱。
MC - 多普勒使用单位向量和光线追踪来模拟光传播,具有完全可定制的散射相位函数和流场。它在直径为1毫米的玻璃管中,以0至 的流速,用不同大小聚苯乙烯珠的各种悬浮液进行了测试。
对于高达 的散射系数,模拟和测量的多普勒功率谱匹配良好。在 附近发现了谱之间的不匹配。
MC - 多普勒能够准确模拟透射式激光多普勒在中等散射系数以内的光传播。