数据采集系统中帧抖动的量化

A. Kalashnikov, R. Challis, M. Unwin, A. Holmes
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引用次数: 5

摘要

本文提出了一种估计数字示波器和其他数据采集设备的帧抖动标准偏差的算法。帧抖动被认为是在频域表示的更普遍的定时抖动的一种特殊情况。使用一个近似值将时域抖动扰动的标准差/spl sigma//下标f/映射到由所需信息加噪声组成的记录信号的正交分量。/spl σ //下标f/由受干扰信号的相位分量和正交分量的统计矩估计,以使加性噪声对估计的影响最小化的方式估计。该方法已在带宽较窄、时域分辨率较低、加性噪声明显的超声脉冲回波光谱仪上得到了验证。得到的帧抖动的标准差估计值比采样间隔低4倍左右。
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Quantification of frame jitter in data acquisition systems
The paper develops an algorithm for the estimation of the standard deviation of the frame jitter associated with digital oscilloscopes and other data capture equipment. Frame jitter is considered as a special case of the more general timing jitter expressed in the frequency domain. An approximation is used that maps the standard deviation /spl sigma//sub f/ of the time domain jitter disturbance into the quadrature component of the recorded signal consisting of required information plus noise. /spl sigma//sub f/ is estimated from the statistical moments of the phase and quadrature components of the disturbed signal in a manner that minimizes the influence of additive noise on the estimation. The method has been demonstrated on an ultrasonic pulse-echo spectrometer that features relatively narrow bandwidth, low time domain resolution and significant additive noise. The obtained estimate of the standard deviation of the frame jitter was about four times lower than the sampling interval.
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