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High Performance Matched Filtering Algorithm Based on CUDA
Nur, Tohto1,2; Zhang, Hai Long1,3; Wang, Jie1; Ye, Xin Chen1; Wang, Wan Qiong1; Zhu, Yan1,2; Zhang, Meng1,2
2018
Conference Name2018 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)
Source Publication2018 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)
Pages743-746
Conference DateAUG 15-17, 2018
Correspondent Emailzhanghailong@xao.ac.cn
Conference PlaceNW Polytechn Univ, Xian, PEOPLES R CHINA
CountryCHINA
Author of SourceLi, C ; Wang, D ; Cabrera, D ; Zhou, Y ; Zhang, C
PublisherIEEE
Contribution Rank1
AbstractMatched filtering is often used to detect the transmitted pulses in the noisy received signal, which is essential for the digital signal processing in real time. This paper proposed a parallel matched filtering technique, used Compute Unified Device Architecture (CUDA) to optimize large-scale data processing, implemented on NVIDIA GPUs, and improved the computational efficiency of algorithm. Experiment results show that the parallel method is faster than the CPU version, or other traditional computing for the real-time signal detection in the practical applications.
Keywordmatched filtering signal processing CUDA GPU Automation & Control Systems Engineering
DOI10.1109/scpc.2018.00144
URL查看原文
Indexed ByCPCI ; EI
Language英语
ISBN978-1-5386-6057-7
WOS IDWOS:000469086600135
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.xao.ac.cn/handle/45760611-7/3263
Collection计算机技术应用研究室
Corresponding AuthorZhang, Hai Long
Affiliation1.Xinjiang Astronomical Observatory, Chinese Academy of Sciences, Urumqi 830011, China;
2.University of Chinese Academy of Sciences, Beijing 100049, China;
3.Key Laboratory of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210008, China
First Author AffilicationXinjiang Astronomical Observatory, Chinese Academy of Sciences
Corresponding Author AffilicationXinjiang Astronomical Observatory, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Nur, Tohto,Zhang, Hai Long,Wang, Jie,et al. High Performance Matched Filtering Algorithm Based on CUDA[C]//Li, C, Wang, D, Cabrera, D, Zhou, Y, Zhang, C:IEEE,2018:743-746.
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