The Research on Parallel Optimization of SAR Imaging R-D Algorithm Based on CUDA

被引:0
|
作者
Wei, Pei [1 ]
Du, Jing [1 ]
Sui, Sai [1 ]
Chen, Yancang [1 ]
机构
[1] Luoyang Elect Equipment Test Ctr, Luoyang, Peoples R China
关键词
SAR; parallel optimization; CUDA programming model;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Synthetic Aperture Radar (SAR) imaging technology is widely used in the field of remote sensing observation, navigation positioning and so on, SAR imaging is large in data scale and long in operating time. Based on the Compute Unified Device Architecture (CUDA) programming model, the SAR imaging R-D algorithm is designed and implemented for parallel optimization on the CPU-GPU heterogeneous platform and tested on the GPU Tesla K20. The test shows that the efficiency of the core steps of R-D algorithm has been greatly improved.
引用
收藏
页码:526 / 530
页数:5
相关论文
共 50 条
  • [41] PAM Spatial Clustering Algorithm Research Based on CUDA
    Zhou, Enbo
    Mao, Shanjun
    Li, Mei
    Sun, Zhenming
    2016 24TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS), 2016,
  • [42] R-D域对比度最小化解SAR Doppler模糊
    于明成
    许稼
    彭应宁
    清华大学学报(自然科学版), 2006, (07) : 1259 - 1262
  • [43] Three GPU-based Parallel Schemes for SAR Back Projection Imaging Algorithm
    Hu, Kebin
    Zhang, Xiaoling
    Wu, Wenjun
    Shi, Jun
    Wei, Shunjun
    2014 IEEE 17TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE), 2014, : 324 - 328
  • [44] SAR成像中R-D方法与信号带宽之间的关系
    林幼权
    倪晋麟
    张光义
    电子与信息学报, 2001, (04) : 373 - 378
  • [45] CUDA-based JPCG parallel solution algorithm for 3D-DDA global equations
    Wang Z.
    Yang J.
    Ni K.
    Ning Y.
    Yanshilixue Yu Gongcheng Xuebao/Chinese Journal of Rock Mechanics and Engineering, 2020, 39 (06): : 1231 - 1241
  • [46] Stationary distribution of Markov chains in R-d with application to global random optimization
    Dorea, CCY
    BERNOULLI, 1997, 3 (04) : 415 - 427
  • [47] Frame-level ρ-domain R-D optimization in H.264
    Dong, Yutao
    Fang, Xiangzhong
    Yang, Jing
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2007, E90D (05) : 872 - 876
  • [48] Parallel wavelet-based clustering algorithm on GPUs using CUDA
    Yildirim, Ahmet Artu
    Ozdogan, Cem
    WORLD CONFERENCE ON INFORMATION TECHNOLOGY (WCIT-2010), 2011, 3
  • [49] A NEC-based parallel differential evolution algorithm with MKL/CUDA
    Pan, Zi-Bin
    Yang, Lei
    Xu, Ze-Xin
    Wang, Dong-Ya
    Journal of Network Intelligence, 2022, 7 (01): : 114 - 128
  • [50] A parallel sparse approximate inverse preconditioning algorithm based on MPI and CUDA
    Wang, Yizhou
    Li, Wenhao
    Gao, Jiaquan
    BenchCouncil Transactions on Benchmarks, Standards and Evaluations, 2021, 1 (01):