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基于克拉美罗下界的多普勒光学相干断层扫描中的频率估计精度

Frequency estimation precision in Doppler optical coherence tomography using the Cramer-Rao lower bound.

作者信息

Yazdanfar Siavash, Yang Changhuei, Sarunic Marinko, Izatt Joseph

出版信息

Opt Express. 2005 Jan 24;13(2):410-6. doi: 10.1364/opex.13.000410.

Abstract

Doppler optical coherence tomography (DOCT) is a technique for simultaneous cross-sectional imaging of tissue structure and blood flow. We derive the fundamental uncertainty limits on frequency estimation precision in DOCT using the Cramer-Rao lower bound in the case of additive (e.g., thermal, shot) noise. Experimental results from a mirror and a scattering phantom are used to verify the theoretical limits. Our results demonstrate that the stochastic nature of frequency noise influences the precision of flow imaging, and that the noise model must be selected judiciously in order to estimate the frequency precision.

摘要

多普勒光学相干断层扫描(DOCT)是一种用于同时对组织结构和血流进行横截面成像的技术。在存在加性噪声(如热噪声、散粒噪声)的情况下,我们利用克拉美 - 罗下界推导了DOCT中频率估计精度的基本不确定度极限。来自镜子和散射体模的实验结果用于验证理论极限。我们的结果表明,频率噪声的随机性会影响血流成像的精度,并且必须谨慎选择噪声模型以估计频率精度。

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