三种用于改善测量声场质量的线性数字滤波器的比较

Estevão Patricio Rodrigues, Djalma Simões dos Santos, Flávio Buiochi
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引用次数: 0

摘要

超声换能器产生的声场测量对于确定侧向和光栅瓣的焦距、横向分辨率和振幅是重要的。声场通常由一组使用针状水听器的扫描来表征。水听器的输出端可以连接到模拟滤波器以增强信号。然而,模拟滤波器可能不足以避免干扰信号的噪声。或者,线性数字滤波器可以有利于改善声场特性。在这项工作中,研究了三种滤波器:移动平均(MA),带通Hamming窗口(HW)和带通Blackman窗口(BW)。滤波器的实现和评估是根据被测量的声场的均方根误差(RMSE)进行的,被过滤的声场相对于模拟声场(金标准)。为了在有效滤波和信号不失真之间取得折衷,提出了一种maa核长度建模方法。所有的滤波器都降低了被测声场的噪声。HW和BW滤波器(RMSE = 4.01%)比MA滤波器(RMSE = 4.28%)更有效。尽管数量上的差异很小,但声场比较显示质量上的改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of Three Linear Digital Filters Applied to Improve the Quality of the Measured Acoustic Field
The measurement of acoustic fields generated by ultrasonic transducers is important for determining the focal length, lateral resolution, and amplitudes of the lateral and grating lobes. The acoustic field is commonly characterized by a set of scans using a needle hydrophone. The output of the hydrophone can be connected to an analog filter to enhance the signal. However, the analog filter might not be sufficient to avoid the noises that distort the signals. Alternatively, linear digital filters can be advantageous to improving the acoustic-field characterization. In this work, three filters were investigated: moving average (MA), band-pass Hamming window (HW), and band-pass Blackman window (BW). The filters were implemented and evaluated in terms of the root-mean-square error (RMSE) of the measured sound field, which was filtered, in relation to the simulated acoustic field (gold standard). As a compromise between effective filtering and signal non-distortion, a method to model the MA kernel length was proposed. All the filters reduced the noise of the measured acoustic field. The HW and the BW filters were more effective (RMSE = 4.01%) than the MA filter (RMSE = 4.28%). In spite of the small quantitative difference, acoustic field comparisons showed qualitative improvements.
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