快速射电暴观测数据的射频干扰缓解方法研究

Q4 Physics and Astronomy
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引用次数: 0

摘要

要从海量天文观测数据中快速搜索罕见的快速射电暴(FRBs),减少射频干扰(RFI)是一项关键而又具有挑战性的任务。射频干扰会导致搜索算法输出大量假阳性候选信号,甚至淹没真正的天文事件。由于射频干扰源和类型的复杂性,目前还没有通用的方法来解决这一问题。为了减少射频干扰对FRB搜索的影响,对南山26米射电望远镜(NSRT-26m)L波段观测数据中的射频干扰进行了分析和研究。建立了针对主要窄带射频干扰和宽带射频干扰的三层射频干扰缓解程序,有效缓解了射频干扰对观测数据的污染。将该程序嵌入到 FRB DDSS(色散动态谱搜索)管道中,实验结果表明该搜索算法的探测率和准确率都得到了进一步提高。该方法为减轻 FRB 观测数据的射频干扰提供了有价值的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on RFI Mitigation Methods for Fast Radio Burst Observational Data

To quickly search for rare fast radio bursts (FRBs) from massive astronomical observational data, Radio Frequency interference (RFI) mitigation is one of the key and challenging task. RFI will cause search algorithm to output a large number of false positive candidates, and even submerges real astronomical events. Due to the complexity of the sources and types of RFI. there is currently no universal method to solve this problem. In order to reduce the impact of RFI on FRB search, the RFI in L band observational data of the Nanshan 26m radio telescope (NSRT-26m) was analyzed and studied. A three-layer RFI mitigation procedure was established for the main narrowband RFI and broadband RFI, which effectively alleviated the RFI pollution of observational data. Embedding this procedure into the FRB DDSS (Dispersion Dynamic Spectra Search) pipeline, experimental results show that the detection rate and accuracy of the search algorithm have been further improved. This method provides valuable reference for RFI mitigation of FRB observational data.

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来源期刊
Chinese Astronomy and Astrophysics
Chinese Astronomy and Astrophysics Physics and Astronomy-Astronomy and Astrophysics
CiteScore
0.70
自引率
0.00%
发文量
20
期刊介绍: The vigorous growth of astronomical and astrophysical science in China led to an increase in papers on astrophysics which Acta Astronomica Sinica could no longer absorb. Translations of papers from two new journals the Chinese Journal of Space Science and Acta Astrophysica Sinica are added to the translation of Acta Astronomica Sinica to form the new journal Chinese Astronomy and Astrophysics. Chinese Astronomy and Astrophysics brings English translations of notable articles to astronomers and astrophysicists outside China.
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