论文标题

确定已知脉冲星的连续重力波检测的重要性

Establishing the significance of continuous gravitational-wave detections from known pulsars

论文作者

Isi, Maximiliano, Mastrogiovanni, Simone, Pitkin, Matthew, Piccinni, Ornella Juliana

论文摘要

我们提出了一种分配统计显着性的方法,可在针对性的搜索中发现已知脉冲星的连续重力波中的检测候选物,而无需假设检测器噪声是高斯和固定的。我们利用地球轨道运动引起的信号的预期多普勒相调制以及地球自旋诱导的幅度调制,以有效地识别从天空中给定位置的真实天体物理信号的搜索。我们使用这种“天空转移”来产生大量仅噪声数据实现,以经验估算搜索和分配检测意义的背景,其方式与使用时间表的搜索相似,以搜索紧凑的二进制文件。我们通过模拟信号以及对实际检测器数据的硬件注射来证明这种方法的潜力。在对非高斯噪声中模拟信号的研究中,我们发现我们的方法的表现优于评估检测显着性的另一种常见策略。因此,我们证明,这种和类似的技术有可能首先自信地检测连续的引力波。

We present a method for assigning a statistical significance to detection candidates in targeted searches for continuous gravitational waves from known pulsars, without assuming the detector noise is Gaussian and stationary. We take advantage of the expected Doppler phase modulation of the signal induced by Earth's orbital motion, as well as the amplitude modulation induced by Earth's spin, to effectively blind the search to real astrophysical signals from a given location in the sky. We use this "sky-shifting" to produce a large number of noise-only data realizations to empirically estimate the background of a search and assign detection significances, in a similar fashion to the use of timeslides in searches for compact binaries. We demonstrate the potential of this approach by means of simulated signals, as well as hardware injections into real detector data. In a study of simulated signals in non-Gaussian noise, we find that our method outperforms another common strategy for evaluating detection significance. We thus demonstrate that this and similar techniques have the potential to enable a first confident detection of continuous gravitational waves.

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