High Performance Matched Filtering Algorithm Based on CUDA

doi:10.1109/scpc.2018.00144

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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 Name	2018 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)
Source Publication	2018 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)
Pages	743-746
Conference Date	AUG 15-17, 2018
Correspondent Email	zhanghailong@xao.ac.cn
Conference Place	NW Polytechn Univ, Xian, PEOPLES R CHINA
Country	CHINA
Author of Source	Li, C ; Wang, D ; Cabrera, D ; Zhou, Y ; Zhang, C
Publisher	IEEE
Contribution Rank	1
Abstract	Matched 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.
Keyword	matched filtering signal processing CUDA GPU Automation & Control Systems Engineering
DOI	10.1109/scpc.2018.00144
URL	查看原文
Indexed By	EI ; CPCI
Language	英语
ISBN	978-1-5386-6057-7
WOS ID	WOS:000469086600135
Citation statistics	Cited Times:1[WOS] [WOS Record] [Related Records in WOS]
Document Type	会议论文
Identifier	http://ir.xao.ac.cn/handle/45760611-7/3263
Collection	计算机技术应用研究室 110米口径全可动射电望远镜（QTT）_110米大口径全可动射电望远镜关键技术研究（973项目）_课题3：超宽带接收机与高速数字终端
Corresponding Author	Zhang, Hai Long
Affiliation	1.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 Affilication	Xinjiang Astronomical Observatory, Chinese Academy of Sciences
Corresponding Author Affilication	Xinjiang 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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