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PSRDP:A Parallel Processing Method for Pulsar Baseband Data

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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 Nan Shan 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.
出处 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2024年第1期300-310,共11页 天文和天体物理学研究(英文版)
基金 supported by the National Key R&D Program of China Nos.2021YFC2203502 and 2022YFF0711502 the National Natural Science Foundation of China(NSFC)(12173077 and 12003062) the Tianshan Innovation Team Plan of Xinjiang Uygur Autonomous Region(2022D14020) the Tianshan Talent Project of Xinjiang Uygur Autonomous Region(2022TSYCCX0095) the Scientific Instrument Developing Project of the Chinese Academy of Sciences,grant No.PTYQ2022YZZD01 China National Astronomical Data Center(NADC) the Operation,Maintenance and Upgrading Fund for Astronomical Telescopes and Facility Instruments,budgeted from the Ministry of Finance of China(MOF)and administrated by the Chinese Academy of Sciences(CAS) Natural Science Foundation of Xinjiang Uygur Autonomous Region(2022D01A360)。
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