Fast radio burst detection in the presence of coloured noise | |
Zhang, C. F.1,2; Xu, J. W.1,2; Men, Y. P.1,2,3; Deng, X. H.4; Xu, Heng1,2; Jiang, J. C.1,2; Wang, B. J.1,2; Lee, K. J.1; Li, J.5; Yuan, J. P.5; Liu, Z. Y.5; Huang YX(黄玉祥)6; Yu YH(余永华)6; Li ZX(李志玄)6; Hao LF(郝龙飞)6; Luo, J. T.7; Dai, S.7; Luo, R.8; Zakie, Hassan9; Ma, Z. Y.4 | |
发表期刊 | MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY |
2021-06-01 | |
卷号 | 503期号:4页码:5223-5231 |
DOI | 10.1093/mnras/stab823 |
产权排序 | 第6完成单位 |
收录类别 | SCI ; EI |
关键词 | methods: data analysis radio continuum: transients |
摘要 | In this paper, we investigate the impact of correlated noise on fast radio burst (FRB) searching. We found that (1) the correlated noise significantly increases the false alarm probability; (2) the signal-to-noise ratios (S/N) of the false positives become higher; (3) the correlated noise also affects the pulse width distribution of false positives, and there will be more false positives with wider pulse width. We use 55-h observation for M82 galaxy carried out at Nanshan 26m radio telescope to demonstrate the application of the correlated noise modelling. The number of candidates and parameter distribution of the false positives can be reproduced with the modelling of correlated noise. We will also discuss a low S/N candidate detected in the observation, for which we demonstrate the method to evaluate the false alarm probability in the presence of correlated noise. Possible origins of the candidate are discussed, where two possible pictures, an M82-harboured giant pulse and a cosmological FRB, are both compatible with the observation. |
资助项目 | CAS[XDB23010200] ; Max-Planck Partner Group ; National SKA program of China[2020SKA0120100] ; NSFC[11690024] ; CAS Cultivation Project for FAST Scientific |
项目资助者 | CAS[XDB23010200] ; Max-Planck Partner Group ; National SKA program of China[2020SKA0120100] ; NSFC[11690024] ; CAS Cultivation Project for FAST Scientific |
语种 | 英语 |
学科领域 | 天文学 ; 射电天文学 ; 射电天文方法 |
文章类型 | Article |
出版者 | OXFORD UNIV PRESS |
出版地 | GREAT CLARENDON ST, OXFORD OX2 6DP, ENGLAND |
ISSN | 0035-8711 |
URL | 查看原文 |
WOS记录号 | WOS:000649001600037 |
WOS研究方向 | Astronomy & Astrophysics |
WOS类目 | Astronomy & Astrophysics |
关键词[WOS] | PULSAR |
EI入藏号 | 20215111356822 |
EI主题词 | White noise |
EI分类号 | 716.1 Information Theory and Signal Processing - 922.1 Probability Theory |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ynao.ac.cn/handle/114a53/24390 |
专题 | 射电天文研究组 |
通讯作者 | Lee, K. J. |
作者单位 | 1.Department of Astronomy, Peking University, Beijing 100871, P.R. China 2.Kavli Institute for Astronomy and Astrophysics, Peking University, Beijing 100871, P.R. China 3.Max-Planck institut fur radioastronomie, Auf Dem H ¨ ugel, D-53121 Bonn, Germany 4.Bayesian Data Technologies (Wuhan) Co., Ltd., Wuhan 430079, Hubei, China 5.Xinjiang Astronomical Observatory, National Astronomical Observatories, Chinese Academy of Sciences, Urumqi, Xinjiang 830011, China 6.Yunnan Astronomical Observatory, Chinese Academy of Sciences, Kunming 650011, China 7.National Time Service Center (NTSC), Chinese Academy of Sciences, Xi’an, Shaanxi Province, 710600, China 8.CSIRO Astronomy and Space Science, Australia Telescope National Facility, Box 76, Epping, NSW 1710, Australia 9.Radio Cosmology Laboratory, Department of Physics, Universiti Malaya, Kuala Lumpur, 50603, Malaysia |
推荐引用方式 GB/T 7714 | Zhang, C. F.,Xu, J. W.,Men, Y. P.,et al. Fast radio burst detection in the presence of coloured noise[J]. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY,2021,503(4):5223-5231. |
APA | Zhang, C. F..,Xu, J. W..,Men, Y. P..,Deng, X. H..,Xu, Heng.,...&Ma, Z. Y..(2021).Fast radio burst detection in the presence of coloured noise.MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY,503(4),5223-5231. |
MLA | Zhang, C. F.,et al."Fast radio burst detection in the presence of coloured noise".MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY 503.4(2021):5223-5231. |
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Fast radio burst det(4548KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 请求全文 |
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