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Photoplethysmographic fingertip with miokinetic noise attenuation using an accelerometer and adaptive filtering techniques

机译:使用加速计和自适应滤波技术的光体积描记法指尖具有运动动力学噪声衰减

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We describe the development of a photoplethysmographic fingertip with miokinetic noise attenuation using a pediatric cuff, followed by a 3-axis accelerometer (Acc) that records the movements that distort the photoplethysmographic pulse wave (PPG). Both PPG and accelerometer signals are used as inputs to an adaptive filter in configuration as Adaptive Noise Canceller (ANC) using the averaged least squares algorithm (LMS), the type digital filter is of finite impulse response (FIR) transversal structure. The implementation of adaptive filter algorithm is offline in MATLAB. We take 12 registers from PPG with miokinetic noisy with duration of one minute each one. The results show miokinetic noise attenuation of the PPG signal, which could be used when the PPG records are contaminated with sudden movements, the average error between the PPG recovered by the filter and the PPG without noise miokinetic in percentage terms was 11.5 %.
机译:我们描述了一种使用小儿袖带,具有运动动力学噪声衰减的光体积描记术指尖的发展,其后是3轴加速度计(Acc),该加速度计记录了使光体积描记术脉搏波(PPG)变形的运动。 PPG和加速度计信号均用作使用平均最小二乘算法(LMS)配置为自适应噪声消除器(ANC)的自适应滤波器的输入,数字滤波器类型具有有限脉冲响应(FIR)横向结构。自适应滤波器算法的实现在MATLAB中离线。我们从PPG中获取12个带有运动动力学噪音的寄存器,每个寄存器持续1分钟。结果表明PPG信号的运动噪声衰减,当PPG记录被突然移动污染时可以使用,过滤器回收的PPG和无噪声运动的PPG之间的平均误差(百分比)为11.5%。

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