论文标题

定期射频干扰的傅立叶域切除

Fourier domain excision of periodic radio frequency interference

论文作者

Maan, Yogesh, van Leeuwen, Joeri, Vohl, Dany

论文摘要

射频干扰(RFI)通常会阻碍脉冲星和快速无线电爆发(FRB)的发现和研究。这些陆地RFI中的一些是冲动和明亮的,相对易于识别和删除。然而,其他人为信号却较弱又周期性,它们的持久性可能淹没了天体物理信号。在这里,我们表明定期RFI的傅立叶域切除是检测弱宇宙信号的有效而有力的一步。我们发现,应用该方法显着增加了瞬态和周期性脉冲星信号的信噪比。在实时研究中,我们检测到来自脉冲星和FRB的单个脉冲,否则这些脉冲将被埋葬在背景噪声中。我们显示该方法对脉冲星脉冲形状没有负面影响,并且可以增强正时运动。我们演示了来自许多大型射电望远镜的现实数据数据的方法,并得出结论,傅立叶域RFI切除可以通过大量的分数提高对天体物理源的有效敏感性,而在强RFI的情况下,这可能比大小的级数更大。该方法的加速实现以标准的时间域无线电数据格式运行,并可以公开使用。

The discovery and study of pulsars and Fast Radio Bursts (FRBs) in time-domain radio data is often hampered by radio frequency interference (RFI). Some of this terrestrial RFI is impulsive and bright, and relatively easy to identify and remove. Other anthropogenic signals, however, are weaker yet periodic, and their persistence can drown out astrophysical signals. Here we show that Fourier-domain excision of periodic RFI is an effective and powerful step in detecting weak cosmic signals. We find that applying the method significantly increases the signal-to-noise ratio of transient as well as periodic pulsar signals. In live studies, we detected single pulses from pulsars and FRBs that would otherwise have remained buried in background noise. We show the method has no negative effects on pulsar pulse shape and that it enhances timing campaigns. We demonstrate the method on real-life data from a number of large radio telescopes, and conclude that Fourier-domain RFI excision increases the effective sensitivity to astrophysical sources by a significant fraction which can be even larger than an order of magnitude in case of strong RFI. An accelerated implementation of the method runs on standard time-domain radio data formats and is publicly available.

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