A Real-Time Capable Software-Defined Receiver Using GPU for Adaptive Anti-Jam GPS Sensors

被引:38
作者
Seo, Jiwon [2 ]
Chen, Yu-Hsuan [3 ]
De Lorenzo, David S. [2 ]
Lo, Sherman [2 ]
Enge, Per [2 ]
Akos, Dennis [4 ]
Lee, Jiyun [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Aerosp Engn, Taejon 305701, South Korea
[2] Stanford Univ, Dept Aeronaut & Astronaut, Stanford, CA 94305 USA
[3] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 70101, Taiwan
[4] Univ Colorado, Dept Aerosp Engn Sci, Boulder, CO 80309 USA
来源
SENSORS | 2011年 / 11卷 / 09期
关键词
Global Positioning System (GPS) sensor; software-defined radio; controlled reception pattern antenna (CRPA); radio frequency interference; parallel processing; Graphics Processing Unit (GPU); AUGMENTATION SYSTEMS; PRECISION APPROACH; CW INTERFERENCE; MITIGATION; AIRCRAFT; ARRAYS;
D O I
10.3390/s110908966
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Due to their weak received signal power, Global Positioning System (GPS) signals are vulnerable to radio frequency interference. Adaptive beam and null steering of the gain pattern of a GPS antenna array can significantly increase the resistance of GPS sensors to signal interference and jamming. Since adaptive array processing requires intensive computational power, beamsteering GPS receivers were usually implemented using hardware such as field-programmable gate arrays (FPGAs). However, a software implementation using general-purpose processors is much more desirable because of its flexibility and cost effectiveness. This paper presents a GPS software-defined radio (SDR) with adaptive beamsteering capability for anti-jam applications. The GPS SDR design is based on an optimized desktop parallel processing architecture using a quad-core Central Processing Unit (CPU) coupled with a new generation Graphics Processing Unit (GPU) having massively parallel processors. This GPS SDR demonstrates sufficient computational capability to support a four-element antenna array and future GPS L5 signal processing in real time. After providing the details of our design and optimization schemes for future GPU-based GPS SDR developments, the jamming resistance of our GPS SDR under synthetic wideband jamming is presented. Since the GPS SDR uses commercial-off-the-shelf hardware and processors, it can be easily adopted in civil GPS applications requiring anti-jam capabilities.
引用
收藏
页码:8966 / 8991
页数:26
相关论文
共 49 条
  • [1] Akos D.M., 2001, P 2001 NAT TECHN M I, P809
  • [2] [Anonymous], CUDA C PROGR GUID VE
  • [3] [Anonymous], 2011, CUDA C best practices guide
  • [4] [Anonymous], 2016, Programming massively parallel processors: a hands-on approach
  • [5] [Anonymous], 2017, UNDERSTANDING GPS PR
  • [6] ADAPTIVE ARRAYS
    APPLEBAUM, SP
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1976, 24 (05) : 585 - 598
  • [7] A preventative approach to mitigating CW interference in GPS receivers
    Balaei, Asghar Tabatabaei
    Motella, Beatrice
    Dempster, Andrew
    [J]. GPS SOLUTIONS, 2008, 12 (03) : 199 - 209
  • [8] A Statistical Inference Technique for GPS Interference Detection
    Balaei, Asghar Tabatabaei
    Dempster, Andrew G.
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2009, 45 (04) : 1499 - 1511
  • [9] Characterization of the Effects of CW and Pulse CW Interference on the GPS Signal Quality
    Balaei, Ashgar Tabatabaei
    Dempster, Andrew G.
    Lo Presti, Letizia
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2009, 45 (04) : 1418 - 1431
  • [10] Borre K, 2007, APPL NUMER HARMON AN, P1