模糊遗传光容积脉搏波峰值检测

Reich Rechner D. Canlas, C. N. Ochotorena, E. Dadios
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引用次数: 3

摘要

光容积脉搏波描记术(PPG)有望实现无创的身体测量,尤其是心率测量。然而,由于运动伪影,该系统容易产生噪声。本文提出了一个模糊推理系统,其隶属函数和规则由遗传算法调整,该系统利用加速度计数据的x、y和z坐标的主成分来从失真的PPG信号中恢复峰值。对比实验表明,该模糊遗传系统与参考心电信号的峰对峰对应度达到56.66%。
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Fuzzy-genetic photoplethysmograph peak detection
Photoplethysmography (PPG) promises noninvasive body metrics measurement, especially that of heart rate. However, this system is prone to noise due to motion artifacts. This paper presents a fuzzy inference system, with membership functions and rules tuned by a genetic algorithm that utilizes the principal components of the PPG data accelerometer data from the x, y, and z coordinates in order to recover the peaks from the distorted PPG signal. A comparative test demonstrated that a 56.66% peak-to-peak correspondence to a reference ECG signal is achievable with the fuzzy-genetic system in place.
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