The Southern-sky MWA Rapid Two-metre (SMART) pulsar survey—I. Survey design and processing pipeline

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL
N. Bhat, N. A. Swainston, S. McSweeney, M. Xue, B. W. Meyers, S. Kudale, S. Dai, S. Tremblay, W. van Straten, R. Shannon, K. R. Smith, M. Sokolowski, S. Ord, G. Sleap, A. Williams, P. Hancock, R. Lange, J. Tocknell, M. Johnston-Hollitt, D. Kaplan, S. Tingay, M. Walker
{"title":"The Southern-sky MWA Rapid Two-metre (SMART) pulsar survey—I. Survey design and processing pipeline","authors":"N. Bhat, N. A. Swainston, S. McSweeney, M. Xue, B. W. Meyers, S. Kudale, S. Dai, S. Tremblay, W. van Straten, R. Shannon, K. R. Smith, M. Sokolowski, S. Ord, G. Sleap, A. Williams, P. Hancock, R. Lange, J. Tocknell, M. Johnston-Hollitt, D. Kaplan, S. Tingay, M. Walker","doi":"10.1017/pasa.2023.17","DOIUrl":null,"url":null,"abstract":"Abstract We present an overview of the Southern-sky MWA Rapid Two-metre (SMART) pulsar survey that exploits the Murchison Widefield Array’s large field of view and voltage-capture system to survey the sky south of 30 \n$^{\\circ}$\n in declination for pulsars and fast transients in the 140–170 MHz band. The survey is enabled by the advent of the Phase II MWA’s compact configuration, which offers an enormous efficiency in beam-forming and processing costs, thereby making an all-sky survey of this magnitude tractable with the MWA. Even with the long dwell times employed for the survey (4800 s), data collection can be completed in \n$<$\n 100 h of telescope time, while still retaining the ability to reach a limiting sensitivity of \n$\\sim$\n 2–3 mJy (at 150 MHz, near zenith), which is effectively 3–5 times deeper than the previous-generation low-frequency southern-sky pulsar survey, completed in the 1990s. Each observation is processed to generate \n$\\sim$\n 5000–8000 tied-array beams that tessellate the full \n$\\sim 610\\, {\\textrm{deg}^{2}}$\n field of view (at 155 MHz), which are then processed to search for pulsars. The voltage-capture recording of the survey also allows a multitude of post hoc processing options including the reprocessing of data for higher time resolution and even exploring image-based techniques for pulsar candidate identification. Due to the substantial computational cost in pulsar searches at low frequencies, the survey data processing is undertaken in multiple passes: in the first pass, a shallow survey is performed, where 10 min of each observation is processed, reaching about one-third of the full-search sensitivity. Here we present the system overview including details of ongoing processing and initial results. Further details including first pulsar discoveries and a census of low-frequency detections are presented in a companion paper. Future plans include deeper searches to reach the full sensitivity and acceleration searches to target binary and millisecond pulsars. Our simulation analysis forecasts \n$\\sim$\n 300 new pulsars upon the completion of full processing. The SMART survey will also generate a complete digital record of the low-frequency sky, which will serve as a valuable reference for future pulsar searches planned with the low-frequency Square Kilometre Array.","PeriodicalId":4,"journal":{"name":"ACS Applied Energy Materials","volume":null,"pages":null},"PeriodicalIF":5.4000,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Energy Materials","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1017/pasa.2023.17","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 2

Abstract

Abstract We present an overview of the Southern-sky MWA Rapid Two-metre (SMART) pulsar survey that exploits the Murchison Widefield Array’s large field of view and voltage-capture system to survey the sky south of 30 $^{\circ}$ in declination for pulsars and fast transients in the 140–170 MHz band. The survey is enabled by the advent of the Phase II MWA’s compact configuration, which offers an enormous efficiency in beam-forming and processing costs, thereby making an all-sky survey of this magnitude tractable with the MWA. Even with the long dwell times employed for the survey (4800 s), data collection can be completed in $<$ 100 h of telescope time, while still retaining the ability to reach a limiting sensitivity of $\sim$ 2–3 mJy (at 150 MHz, near zenith), which is effectively 3–5 times deeper than the previous-generation low-frequency southern-sky pulsar survey, completed in the 1990s. Each observation is processed to generate $\sim$ 5000–8000 tied-array beams that tessellate the full $\sim 610\, {\textrm{deg}^{2}}$ field of view (at 155 MHz), which are then processed to search for pulsars. The voltage-capture recording of the survey also allows a multitude of post hoc processing options including the reprocessing of data for higher time resolution and even exploring image-based techniques for pulsar candidate identification. Due to the substantial computational cost in pulsar searches at low frequencies, the survey data processing is undertaken in multiple passes: in the first pass, a shallow survey is performed, where 10 min of each observation is processed, reaching about one-third of the full-search sensitivity. Here we present the system overview including details of ongoing processing and initial results. Further details including first pulsar discoveries and a census of low-frequency detections are presented in a companion paper. Future plans include deeper searches to reach the full sensitivity and acceleration searches to target binary and millisecond pulsars. Our simulation analysis forecasts $\sim$ 300 new pulsars upon the completion of full processing. The SMART survey will also generate a complete digital record of the low-frequency sky, which will serve as a valuable reference for future pulsar searches planned with the low-frequency Square Kilometre Array.
南方天空MWA快速两米(SMART)脉冲星调查- i。管线勘察设计与处理
摘要:本文介绍了南天MWA快速两米(SMART)脉冲星巡天的概况,该巡天利用Murchison宽场阵列的大视场和电压捕获系统,在140-170 MHz波段对30 $^{\circ}$以南的天空进行脉冲星和快速瞬变的观测。由于第二阶段MWA的紧凑配置的出现,该调查成为可能,它在波束形成和处理成本方面提供了巨大的效率,从而使MWA能够处理这种规模的全天调查。即使在调查中使用了很长的停留时间(4800秒),数据收集可以在望远镜时间< 100小时内完成,同时仍然保持达到2-3兆焦(150兆赫,接近天顶)的极限灵敏度的能力,这比上一代低频南天脉冲星调查有效地深3-5倍,完成于20世纪90年代。每次观测都经过处理,产生$\sim$ 5000-8000捆绑阵列波束,这些波束镶嵌了$\sim$ 610\, {\textrm{deg}^{2}}$的整个视场(155 MHz),然后对其进行处理以搜索脉冲星。测量的电压捕获记录还允许多种事后处理选项,包括对数据进行再处理以获得更高的时间分辨率,甚至探索基于图像的脉冲星候选识别技术。由于低频脉冲星搜索需要大量的计算成本,因此巡天数据处理分多次进行:第一次巡天进行浅层巡天,每次观测处理10分钟,达到全搜索灵敏度的三分之一左右。在这里,我们介绍系统概述,包括正在进行的处理和初步结果的细节。进一步的细节,包括首次脉冲星的发现和低频探测的普查,在一篇论文中提出。未来的计划包括更深入的搜索,以达到全灵敏度和加速搜索,以瞄准双星和毫秒脉冲星。我们的模拟分析预测,在完成全部处理后,将有300颗新的脉冲星。SMART巡天还将生成低频天空的完整数字记录,这将为低频平方公里阵列计划的未来脉冲星搜索提供有价值的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信