A Real-time SAR Imaging System Based on CPU-GPU Heterogeneous Platform

被引:0
|
作者
Wu, Yewei [1 ]
Chen, Jun [1 ]
Zhang, Hongqun [1 ]
机构
[1] Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing, Peoples R China
关键词
SAR imaging; CPU-GPU heterogeneous parallel system; CUDA;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the features of exceptional computing power, low-cost, low power consumption characteristics, the CPU-GPU heterogeneous platform provides an alternative choice for high performance parallel computing. This paper introduces an efficient SAR imaging system design and implementation, which is based on such heterogeneous platform. Tested with Envisat ASAR raw data, the system meets the demands of real-time SAR processing. Furthermore, GPU-based imaging results in a 13 times speed up than multithreaded CPU implementation.
引用
收藏
页码:461 / 464
页数:4
相关论文
共 50 条
  • [1] Efficient Parallel TLD on CPU-GPU Platform for Real-Time Tracking
    Chen, Zhaoyun
    Huang, Dafei
    Luo, Lei
    Wen, Mei
    Zhang, Chunyuan
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 14 (01): : 201 - 220
  • [2] A Real-Time ISAR Imaging Structure Based on GPU and CPU Heterogeneous Parallel Processing
    Yuan, Zhengkun
    Wang, Junling
    Jiang, Kui
    Gao, Meiguo
    [J]. PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 1539 - 1544
  • [3] Real-Time CPU-GPU Demodulator for the LTE Physical Layer
    Brini, Ouajdi
    Boukadoum, Mounir
    [J]. 2016 IEEE 7TH LATIN AMERICAN SYMPOSIUM ON CIRCUITS & SYSTEMS (LASCAS), 2016, : 155 - 158
  • [4] Optimized Real-Time MUSIC Algorithm With CPU-GPU Architecture
    Huang, Qinghua
    Lu, Naida
    [J]. IEEE ACCESS, 2021, 9 : 54067 - 54077
  • [5] Development of a CPU-GPU heterogeneous platform based on a nonlinear parallel algorithm
    Ma, Haifeng
    [J]. NONLINEAR ENGINEERING - MODELING AND APPLICATION, 2022, 11 (01): : 215 - 222
  • [6] A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain
    Torti, Emanuele
    Danese, Giovanni
    Leporati, Francesco
    Plaza, Antonio
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (02) : 945 - 951
  • [7] Real-Time and Energy-Efficient Face Detection on CPU-GPU Heterogeneous Embedded Platforms
    Oh, Chanyoung
    Yi, Saehanseul
    Yi, Youngmin
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2018, E101D (12): : 2878 - 2888
  • [8] Static Allocation of Parallel Tasks to Improve Schedulability in CPU-GPU Heterogeneous Real-Time Systems
    Tsog, Nandinbaatar
    Becker, Matthias
    Bruhn, Fredrik
    Behnam, Moris
    Sjodin, Mikael
    [J]. 45TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2019), 2019, : 4516 - 4522
  • [9] High Performance FFT Based Poisson Solver on a CPU-GPU Heterogeneous Platform
    Wu, Jing
    JaJa, Joseph
    [J]. IEEE 27TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2013), 2013, : 115 - 125
  • [10] A CPU-GPU HYBRID COMPUTING FRAMEWORK FOR REAL-TIME CLOTHING ANIMATION
    Li, Hanwen
    Wan, Yi
    Ma, Guanghui
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS, 2011, : 391 - 396