PSRDP: A Parallel Processing Method for Pulsar Baseband Data
文献类型:期刊论文
作者 | Zhang, Ya-Zhou2,4; Zhang, Hai-Long2,4,5,6![]() ![]() ![]() ![]() ![]() |
刊名 | RESEARCH IN ASTRONOMY AND ASTROPHYSICS
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出版日期 | 2024 |
卷号 | 24期号:1页码:015025 |
关键词 | (stars:) pulsars: general methods: data analysis techniques: miscellaneous |
ISSN号 | 1674-4527 |
DOI | 10.1088/1674-4527/ad0e99 |
产权排序 | 1 |
英文摘要 | To address the problem of real-time processing of ultra-wide bandwidth pulsar baseband data, we designed and implemented a pulsar baseband data processing algorithm (PSRDP) based on GPU parallel computing technology. PSRDP can perform operations such as baseband data unpacking, channel separation, coherent dedispersion, Stokes detection, phase and folding period prediction, and folding integration in GPU clusters. We tested the algorithm using the J0437-4715 pulsar baseband data generated by the CASPSR and Medusa backends of the Parkes, and the J0332+5434 pulsar baseband data generated by the self-developed backend of the NanShan Radio Telescope. We obtained the pulse profiles of each baseband data. Through experimental analysis, we have found that the pulse profiles generated by the PSRDP algorithm in this paper are essentially consistent with the processing results of Digital Signal Processing Software for Pulsar Astronomy (DSPSR), which verified the effectiveness of the PSRDP algorithm. Furthermore, using the same baseband data, we compared the processing speed of PSRDP with DSPSR, and the results showed that PSRDP was not slower than DSPSR in terms of speed. The theoretical and technical experience gained from the PSRDP algorithm research in this article lays a technical foundation for the real-time processing of QTT (Qi Tai radio Telescope) ultra-wide bandwidth pulsar baseband data. |
资助项目 | National Key R&D Program of China[2021YFC2203502] ; National Key R&D Program of China[2022YFF0711502] ; National Natural Science Foundation of China (NSFC)[12173077] ; National Natural Science Foundation of China (NSFC)[12003062] ; Tianshan Innovation Team Plan of Xinjiang Uygur Autonomous Region[2022D14020] ; Tianshan Talent Project of Xinjiang Uygur Autonomous Region[2022TSYCCX0095] ; Scientific Instrument Developing Project of the Chinese Academy of Sciences[PTYQ2022YZZD01] ; China National Astronomical Data Center (NADC) ; Operation, Maintenance and Upgrading Fund for Astronomical Telescopes and Facility Instruments ; Ministry of Finance of China ; Natural Science Foundation of Xinjiang Uygur Autonomous Region[2022D01A360] |
WOS研究方向 | Astronomy & Astrophysics |
语种 | 英语 |
CSCD记录号 | CSCD:7641144 |
WOS记录号 | WOS:001144268000001 |
出版者 | NATL ASTRONOMICAL OBSERVATORIES, CHIN ACAD SCIENCES |
资助机构 | National Key R&D Program of China ; National Natural Science Foundation of China (NSFC) ; Tianshan Innovation Team Plan of Xinjiang Uygur Autonomous Region ; Tianshan Talent Project of Xinjiang Uygur Autonomous Region ; Scientific Instrument Developing Project of the Chinese Academy of Sciences ; China National Astronomical Data Center (NADC) ; Operation, Maintenance and Upgrading Fund for Astronomical Telescopes and Facility Instruments ; Ministry of Finance of China ; Natural Science Foundation of Xinjiang Uygur Autonomous Region |
源URL | [http://ir.xao.ac.cn/handle/45760611-7/5743] ![]() |
专题 | 新疆天文台_计算机技术室 新疆天文台_110米口径全可动射电望远镜(SmART)_技术成果 脉冲星研究团组 射电天文研究室_利用南山26米射电望远镜观测数据的文章 |
通讯作者 | Zhang, Hai-Long |
作者单位 | 1.Southeast Univ, Nanjing 211189, Peoples R China 2.Chinese Acad Sci, Xinjiang Astron Observ, Urumqi 830011, Peoples R China 3.Qufu Normal Univ, Sch Cyber Sci & Engn, Qufu 273165, Peoples R China 4.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 5.Chinese Acad Sci, Key Lab Radio Astron, Nanjing 210008, Peoples R China 6.Natl Astron Data Ctr, Beijing 100101, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Ya-Zhou,Zhang, Hai-Long,Wang, Jie,et al. PSRDP: A Parallel Processing Method for Pulsar Baseband Data[J]. RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2024,24(1):015025. |
APA | Zhang, Ya-Zhou.,Zhang, Hai-Long.,Wang, Jie.,Ye, Xin-Chen.,Wang, Shuang-Qiang.,...&Zhang, Meng.(2024).PSRDP: A Parallel Processing Method for Pulsar Baseband Data.RESEARCH IN ASTRONOMY AND ASTROPHYSICS,24(1),015025. |
MLA | Zhang, Ya-Zhou,et al."PSRDP: A Parallel Processing Method for Pulsar Baseband Data".RESEARCH IN ASTRONOMY AND ASTROPHYSICS 24.1(2024):015025. |
入库方式: OAI收割
来源:新疆天文台
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