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Optimal Design of a New Strain-Type Sensor for Cuff-Less Blood Pressure Measurement via Finite Element Modeling and Taguchi Method

机译:基于有限元建模和田口方法的无袖血压测量新应变型传感器的优化设计

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A new cuff-less blood pressure (BP) sensor is designed and optimized in this paper. This BP sensor is in a shape of a circular disc of polymer enclosing an electrode. As the sensor is attached to the wrist artery, the dynamic bending of the sensor due to small artery pulsation induces variation in the electrode strain, and then, its resistance varies. With adequate amplification to sense resistance variation, the pulsation signals can be successfully obtained. With the measured pulsation representing well the blood volume pulsation (BVP), BP can be estimated next via the pulse wave velocity (PWV) theory. Effort is dedicated by this paper to optimize the sizes and geometry of the proposed sensor to maximize the electrode curvature change for largest measured signal-to-noise ratio (SNR) possible, which maximizes the accuracy of BP estimation. To this end, the optimization via the finite element modeling and the Taguchi method is carried out. In results, the optimal sizes in height/radius, fillet, hardness, and the electrode position of the polymer disc are successfully derived, which are in the height of 2 mm, the radius of 6mm, the distance between the planar electrode and the bottom surface of sensor being 1 mm, the hardness of the encapsulating polymer being 25 in shore A hardness, and the fillets at the bottom of the polymer disc being 1 mm in radii. BP is measured for 59 subjects. The resulted errors are 3.60 +/- 5.40 mmHg (mean difference +/- standard deviation) and 1.15 +/- 1.63 mmHg for SBP and DBP, respectively. The correlations are 0.8787 and 0.9648, demonstrating well the favorable performance of the developed sensor.
机译:本文设计并优化了一种新型的无袖式血压(BP)传感器。该BP传感器为包围电极的聚合物的圆盘形状。当传感器连接到腕动脉时,由于小动脉搏动引起的传感器的动态弯曲会引起电极应变的变化,然后其电阻也会发生变化。通过适当放大以感测电阻变化,可以成功获得脉动信号。所测得的搏动很好地代表了血容量脉动(BVP),接下来可以通过脉搏波速度(PWV)理论估算BP。本文致力于优化所建议传感器的尺寸和几何形状,以最大程度地提高最大曲率估计值的最大测得信噪比(SNR),以最大程度地改变电极曲率。为此,通过有限元建模和Taguchi方法进行了优化。结果,成功地得出了聚合物圆盘的高度/半径,圆角,硬度和电极位置的最佳尺寸,分别为2mm的高度,6mm的半径,平面电极和底部之间的距离。传感器的表面为1毫米,封装聚合物的硬度为邵氏A硬度为25,聚合物圆盘底部的圆角为半径1毫米。测量了59名受试者的BP。对于SBP和DBP,结果误差分别为3.60 +/- 5.40 mmHg(平均差+/-标准偏差)和1.15 +/- 1.63 mmHg。相关系数为0.8787和0.9648,很好地证明了开发的传感器的良好性能。

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