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使用独立成分分析减少光电容积脉搏波描记术中的运动伪影。

Motion artifact reduction in photoplethysmography using independent component analysis.

作者信息

Kim Byung S, Yoo Sun K

机构信息

Graduate School of Biomedical Engineering, Yonsei university. Seoul 120-752, Korea.

出版信息

IEEE Trans Biomed Eng. 2006 Mar;53(3):566-8. doi: 10.1109/TBME.2005.869784.

Abstract

Removing the motion artifacts from measured photoplethysmography (PPG) signals is one of the important issues to be tackled for the accurate measurement of arterial oxygen saturation during movement. In this paper, the motion artifacts were reduced by exploiting the quasi-periodicity of the PPG signal and the independence between the PPG and the motion artifact signals. The combination of independent component analysis and block interleaving with low-pass filtering can reduce the motion artifacts under the condition of general dual-wavelength measurement. Experiments with synthetic and real data were performed to demonstrate the efficacy of the proposed algorithm.

摘要

从测量的光电容积脉搏波描记图(PPG)信号中去除运动伪影是在运动过程中准确测量动脉血氧饱和度需要解决的重要问题之一。本文通过利用PPG信号的准周期性以及PPG信号与运动伪影信号之间的独立性来减少运动伪影。独立成分分析与块交织以及低通滤波相结合,可以在一般双波长测量条件下减少运动伪影。进行了合成数据和真实数据的实验以证明所提算法的有效性。

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