A Note on Performance Assessment of Signal Energy-Based Acoustic Source Localization in a Carbon Fiber-Reinforced Polymer Plate

Hamad Alnuaimi, Umar Amjad, Novonil Sen, Tribikram Kundu
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Abstract

Abstract The effectiveness of the signal energy-based acoustic source localization approach in practical applications has yet to be established. This is addressed herein by conducting an experimental study on a 500 mm × 500 mm carbon fiber-reinforced polymer plate and generating artificial acoustic events in the plate. Upon acquiring the propagating wave signals at several well-scattered sensors, the signal energy-based approach is applied, and the accuracy of the source localization results is noted. Seven experiments are performed with varying source locations, sensor-plate bonding, and excitation types. This approach has performed well for five experiments with source localization error below 15 mm. The remaining two experiments where the acoustic sources are relatively close to the plate edges compared to the other experiments have, however, produced large localization errors, indicating a scope of improvement in the approach to encompass all situations.
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基于信号能量的碳纤维增强聚合物板声源定位性能评价研究
基于信号能量的声源定位方法在实际应用中的有效性尚未得到证实。本文通过在500 mm × 500 mm碳纤维增强聚合物板上进行实验研究,并在板中产生人工声事件来解决这一问题。通过对几个散射良好的传感器上的传播波信号进行采集,采用基于信号能量的方法,对源定位结果的精度进行了验证。七个实验进行了不同的源位置,传感器板键合,和激励类型。该方法在5次源定位误差小于15 mm的实验中取得了良好的效果。然而,与其他实验相比,声源相对靠近板边缘的其余两个实验产生了较大的定位误差,这表明该方法在涵盖所有情况方面还有很大的改进余地。
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CiteScore
3.80
自引率
9.10%
发文量
25
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