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Signal Processing under Active Monitoring

机译:主动监控下的信号处理

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摘要

This paper describes a method of signal preprocessing under active monitoring. Suppose we want to solve the inverse problem of getting the response of a medium to one powerful signal, which is equivalent to obtaining the transmission function of the medium, but do not have an opportunity to conduct such an experiment (it might be too expensive or harmful for the environment). Practically the problem can be reduced to obtaining the transmission function of the medium. In this case we can conduct a series of experiments of relatively low power and superpose the response signals. However, this method is conjugated with considerable loss of information (especially in the high frequency domain) due to fluctuations of the phase, the frequency and the starting time of each individual experiment. The preprocessing technique presented in this paper allows us to substantially restore the response of the medium and consequently to find a better estimate for the transmission function. This technique is based on expanding the initial signal into the system of orthogonal functions.
机译:本文介绍了一种在主动监视下进行信号预处理的方法。假设我们要解决一个逆向问题,即获得介质对一个强大信号的响应,这等效于获得介质的传输功能,但是没有机会进行这样的实验(可能太昂贵或对环境有害)。实际上,可以将问题减少到获得介质的传输功能。在这种情况下,我们可以进行一系列相对较低功率的实验并叠加响应信号。然而,由于每个单独实验的相位,频率和开始时间的波动,该方法与相当多的信息损失(尤其是在高频域)共轭。本文介绍的预处理技术使我们能够充分恢复介质的响应,从而为传输函数找到更好的估计。该技术基于将初始信号扩展到正交函数系统中。

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