基于FFT的相位多普勒风速法在方波激励场中测量粒子电荷的算法

J. Kulon, A. Roula, Z. Al-Daher, Lu Zhang
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引用次数: 1

摘要

本文评价了一种基于谱分析的定制信号处理算法在获取气溶胶粒子电荷分布中的性能。测量方法是利用相位多普勒风速法(PDA)跟踪粒子在方波激励电场中的运动。利用合成的多普勒突发信号进行蒙特卡罗模拟,对系统性能进行了测试。在较宽信噪比范围内,系统的速度估计范围为10 ~ 800 mm/s,当速度大于50 mm/s时,误差小于1%。电荷质量比测量范围为1 μC/g左右至饱和水平。通过数值模拟评估了成功处理单个和多个突发信号的百分比。
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An FFT based algorithm for particle charge measurement in the presence of a square-wave excitation field using Phase Doppler Anemometry
This paper evaluates the performance of a bespoke signal processing algorithm based on spectral analysis to obtain aerosol particle charge distribution. The measurement method is based on tracking particle motion in square-wave excitation electric field using Phase Doppler Anemometry (PDA). The system performance has been tested using Monte Carlo simulations obtained from the synthesized Doppler burst signals. The velocity estimation range of the system was from 10 mm/s to 800 mm/s for a wide range of SNRs, with an error less than 1% for the velocity greater than 50 mm/s. The corresponding chargemass ratio measurement range was from around 1 μC/g to the saturation level. The percentage of successfully processed single and multi-burst signals was evaluated using numerical simulations.
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