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A CLEAN-based method for deconvolving interstellar pulse broadening from radio pulses

机译:一种基于CLEaN的方法,用于解除无线电脉冲中的星际脉冲展宽

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摘要

Multipath propagation in the interstellar medium distorts radio pulses, an effect predominant for distant pulsars observed at low frequencies. Typically, broadened pulses are analyzed to determine the amount of propagation-induced pulse broadening but with little interest in determining the undistorted pulse shapes. In this paper, we develop and apply a method that recovers both the intrinsic pulse shape and the pulse-broadening function that describes the scattering of an impulse. The method resembles the CLEAN algorithm used in synthesis imaging applications, although we search for the best pulse-broadening function and perform a true deconvolution to recover intrinsic pulse structure. As figures of merit to optimize the deconvolution, we use the positivity and symmetry of the deconvolved result along with the mean square residual and the number of points below a given threshold. Our method makes no prior assumptions about the intrinsic pulse shape and can be used for a range of scattering functions for the interstellar medium. It can therefore be applied to a wider variety of measured pulse shapes and degrees of scattering than the previous approaches. We apply the technique to both simulated data and data from Arecibo observations.
机译:星际介质中的多径传播使无线电脉冲失真,这是低频观察到的遥远脉冲星的主要影响。通常,分析加宽的脉冲以确定传播引起的脉冲加宽的量,但是对确定未失真的脉冲形状几乎没有兴趣。在本文中,我们开发并应用了一种方法,该方法既可以恢复固有脉冲形状,又可以恢复描述脉冲的散射的脉冲扩展功能。该方法类似于合成成像应用中使用的CLEAN算法,尽管我们搜索了最佳的脉冲扩展功能并执行了真正的去卷积操作以恢复固有脉冲结构。作为优化去卷积的品质因数,我们使用了去卷积结果的正和对称性以及均方差和低于给定阈值的点数。我们的方法没有对固有脉冲形状做任何先验假设,可用于星际介质的一系列散射函数。因此,与以前的方法相比,它可以应用于更广泛的测量脉冲形状和散射程度。我们将该技术应用于模拟数据和来自Arecibo观测值的数据。

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