快速反向辐射转移溶解器用于多参数光谱测量而不集成球体
Jiahong Jin1,2,3, Zachary D Jones2, Jun Q Lu1,2
1Hunan Institute of Science and Technology, Institute for Advanced Optics, Yueyang, China.
Journal of biomedical optics
|January 3, 2024
概括
本研究介绍了一种用于多参数光谱测量 (MPS) 的快速粒子群优化 (PSO) 溶解器. 它准确地检索杂材料的辐射转移参数,使成本有效的材料表征成为可能.
科学领域:
- 光学物理学 光学物理学
- 生物医学光学 生物医学光学
- 材料科学 材料科学 材料科学
背景情况:
- 多参数光谱仪 (MPS) 对于分析杂材料在临床诊断和食品安全等多个领域至关重要.
- 精确的辐射转移 (RT) 参数表征对于可靠的材料分析至关重要.
研究的目的:
- 开发和验证使用粒子群优化 (PSO) 的快速反向溶解器,用于检索杂样品的RT参数 (吸收系数,散射系数,异构系数).
- 提高MPS用于材料表征的效率和适用性.
主要方法:
- 蒙特卡洛 (MC) 模拟用于生成计算信号,以与测量的分散反射率,分散透射率和前向透射率进行比较.
- 开发了一个新的目标函数,并与PSO算法集成,以代地完善MPS数据的MC模拟.
- 目标函数使用局部平均值的反平方误差和,以最大限度地减少信号变异在RT参数空间.
主要成果:
- 开发的目标函数显著降低了计算信号的差异.
- 在波长范围为520-1000 nm的20%内脂溶液的RT参数被准确地确定.
- 整个测量和反向计算过程平均每波长约2.7分钟.
结论:
- 快速反向解决器有助于开发用户友好和成本效益高的MPS仪器.
- 这项技术可以通过分辨分子和颗粒物层面的组成形状而实现精确的材料表征,而不需要整合球.
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