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Fast processing techniques for accurate ultrasonic range measurements

机译:快速处理技术,可进行精确的超声波测距

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摘要

Four methods of range measurement for airborne ultrasonic systems-namely simple thresholding, curve-fitting, sliding-window, and correlation detection-are compared on the basis of bias error, standard deviation, total error, robustness to noise, and the difficulty/complexity of implementation. Whereas correlation detection is theoretically optimal, the other three methods can offer acceptable performance at much lower cost. Performances of all methods have been investigated as a function of target range, azimuth, and signal-to-noise ratio. Curve fitting, sliding window, and thresholding follow correlation detection in the order of decreasing complexity. Apart from correlation detection, minimum bias and total error is most consistently obtained with the curve-fitting method. On the other hand, the sliding-window method is always better than the thresholding and curve-fitting methods in terms of minimizing the standard deviation. The experimental results are in close agreement with the corresponding simulation results. Overall, the three simple and fast processing methods provide a variety of attractive compromises between measurement accuracy and system complexity. Although this paper concentrates on ultrasonic range measurement in air, the techniques described may also find application in underwater acoustics.
机译:基于偏差误差,标准偏差,总误差,抗噪声能力和难度/复杂度,比较了机载超声系统的四种距离测量方法,即简单的阈值,曲线拟合,滑动窗口和相关检测。实施。尽管理论上相关检测是最佳的,但其他三种方法可以以低得多的成本提供可接受的性能。已经研究了所有方法的性能与目标范围,方位角和信噪比的关系。曲线拟合,滑动窗口和阈值化按照相关性检测的顺序以降低复杂度的顺序进行。除了相关性检测之外,使用曲线拟合方法还可以最一致地获得最小偏差和总误差。另一方面,就最小化标准偏差而言,滑动窗口方法总是比阈值和曲线拟合方法更好。实验结果与相应的模拟结果非常吻合。总体而言,这三种简单,快速的处理方法在测量精度和系统复杂性之间提供了各种有吸引力的折衷方案。尽管本文着重于空气中的超声波测距,但所描述的技术也可以在水下声学中找到应用。

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