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首页> 外文期刊>Mechanical systems and signal processing >Acoustic velocity measurement by means of Laser Doppler Velocimetry: Development of an Extended Kalman Filter and validation in free-field measurement
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Acoustic velocity measurement by means of Laser Doppler Velocimetry: Development of an Extended Kalman Filter and validation in free-field measurement

机译:借助激光多普勒测速仪进行声速测量:扩展卡尔曼滤波器的开发和自由场测量的验证

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摘要

A signal processing technique, based on the use of an Extended Kalman Filter, has been developed to measure sound fields by means of Laser Doppler Velocimetry in weak flow. This method allows for the parametric estimation of both the acoustic particle and flow velocity for a forced sine-wave excitation where the acoustic frequency is known. The measurements are performed from the in-phase and the quadrature components of the Doppler downshifted signal thanks to an analog quadrature demodulation technique. Then, the estimated performance is illustrated by means of Monte-Carlo simulations obtained from synthesized signals and compared with asymptotic and analytical forms for the Cramer-Rao Bounds. Results allow the validity domain of the method to be defined and show the availability for free-field measurements in a large range. Finally, an application based on real data obtained in free field is presented.
机译:已经开发了一种基于扩展卡尔曼滤波器的信号处理技术,用于通过弱流中的激光多普勒测速技术测量声场。该方法允许在已知声频的情况下对正弦波强制激励的声粒子和流速进行参数估计。借助模拟正交解调技术,可从多普勒降频信号的同相和正交分量执行测量。然后,通过从合成信号中获得的蒙特卡洛模拟并与Cramer-Rao边界的渐近和分析形式进行比较,来说明估计的性能。结果允许定义方法的有效性域,并显示大范围自由场测量的可用性。最后,提出了一种基于自由场获得的真实数据的应用程序。

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