Increasing the detectability of long-period and nulling pulsars in next-generation pulsar surveys

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-09-19 DOI:10.1017/pasa.2024.67
Garvit Grover, Ramesh Bhat, Samuel McSweeney
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Abstract

Recent discoveries of multiple long-period pulsars (periods Abstract Image${\sim}10\,$s or larger) are starting to challenge the conventional notion that coherent radio emission cannot be produced by objects that are below the many theorised death lines. Many of the past pulsar surveys and software have been prone to selection effects that restricted their sensitivities towards long-period and sporadically emitting objects. Pulsar surveys using new-generation low-frequency facilities are starting to employ longer dwell times, which makes them significantly more sensitive in detecting long-period or nulling pulsars. There have also been software advancements to aid more sensitive searches towards long-period objects. Furthermore, recent discoveries suggest that nulling may be a key aspect of the long-period pulsar population. We simulate both long-period and nulling pulsar signals, using the Southern-sky MWA Rapid Two-meter (SMART) survey data as reference and explore the detection efficacy of popular search methods such as the fast Fourier transform (FFT), fast-folding algorithm (FFA) and single pulse search (SPS). For FFT-based search and SPS, we make use of the PRESTO implementation, and for FFA we use RIPTIDE. We find RIPTIDE’s FFA to be more sensitive; however, it is also the slowest algorithm. PRESTO’s FFT, although faster than others, also shows some unexpected inaccuracies in detection properties. SPS is highly sensitive to long-period and nulling signals, but only for pulses with high intrinsic signal-to-noise ratios. We use these findings to inform current and future pulsar surveys that aim to uncover a large population of long-period or nulling objects and comment on how to make optimal use of these methods in unison.

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在下一代脉冲星测量中提高长周期脉冲星和无效脉冲星的可探测性
最近发现的多颗长周期脉冲星(周期大于或等于 ${\sim}10\,s)开始挑战传统的观点,即低于许多理论上的死亡线的天体不可能产生相干的射电辐射。过去的许多脉冲星勘测和软件都容易受到选择效应的影响,从而限制了它们对长周期和零星发射天体的敏感性。使用新一代低频设施进行的脉冲星测量开始采用更长的停留时间,这使得它们在探测长周期或无效脉冲星方面的灵敏度大大提高。软件方面的进步也有助于对长周期天体进行更灵敏的搜索。此外,最近的发现表明,空化可能是长周期脉冲星群的一个关键方面。我们以南方天空 MWA 快速两米巡天(SMART)数据为参考,模拟了长周期脉冲星信号和空化脉冲星信号,并探讨了快速傅立叶变换(FFT)、快速折叠算法(FFA)和单脉冲搜索(SPS)等常用搜索方法的探测效果。对于基于 FFT 的搜索和 SPS,我们使用 PRESTO 实现,而对于 FFA,我们使用 RIPTIDE。我们发现 RIPTIDE 的 FFA 更灵敏,但也是最慢的算法。PRESTO 的 FFT 虽然比其他算法更快,但在检测特性方面也表现出一些意想不到的不准确性。SPS 对长周期信号和无效信号高度敏感,但只适用于高内在信噪比的脉冲。我们利用这些发现为当前和未来旨在发现大量长周期或无效天体的脉冲星巡天提供信息,并就如何最佳地统一使用这些方法发表评论。
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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