降噪滤波器用于提高流量肺活量计精度的实证研究

H. Bagheri
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引用次数: 2

摘要

设计并制造了一种带红外旋转编码器的涡轮肺活量计,用于进行呼吸功能测试。该系统包括用于采集呼吸流量的硬件和实时表示患者呼吸流量和体积参数分析数据的用户软件。基于流量的肺活量计的设计面临的主要挑战是测量RFTs体积参数的准确性,这是由于传感数据误差和噪声的很大影响。本文的目的是评价三种不同类型的数字降噪滤波器的效率,利用创新的流量传感器获得的数据来提高系统在计算通过肺活量计涡轮的风量时的准确性。实验了三种不同的流波,并报道了相应呼吸功能测试最充分的过滤器。
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Empirical Investigation of Noise Reduction Filter for a Flow-based Spirometer Accuracy Improvement
A turbine spirometer with an IR rotary encoder is designed and fabricated for performing Respiratory Function Tests (RFT). The system includes a hardware for gathering breath inspiratory flow rate and a user software which represents analyzed data of patients' breath flow and volume parameters in real-time. A major challenge in design of flow-based spirometers is the accuracy of device in measuring volume parameters of RFTs which is due to large effects of sensing data error and noise. The purpose of the paper is evaluating the efficiency of three different types of digital noise reduction filters in term of improving the accuracy of system in calculation of air volume passing through the spirometer turbine by use of data obtained by the innovative flow sensor. Three distinct kinds of flow waves are experimented and the most sufficient filter for corresponding respiratory function tests are reported.
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