• DocumentCode
    2986354
  • Title

    Calculation of weight vectors for wideband beamforming using Graphics Processing Units

  • Author

    Bonior, Jason D. ; Hu, Zhen ; Qiu, Robert C. ; Renfro, Mike ; Guo, Nan

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Tennessee Technol. Univ., Cookeville, TN, USA
  • fYear
    2011
  • fDate
    17-20 March 2011
  • Firstpage
    435
  • Lastpage
    439
  • Abstract
    In order to be viable for use in communication and radar systems, wideband beamforming requires the calculation of filter coefficients to be performed quickly so as to avoid undesirable latency in the system. This paper provides a quick introduction to the method of least-squares wideband beamforming and discusses the use of General Purpose computation on Graphics Processing Units (GPGPU) for acceleration of the computations associated with it. Through a simulation case study the authors demonstrate both the computational advantages offered by the use of GPGPU in wideband beamforming applications and the increasing ease with which GPGPU can be used.
  • Keywords
    array signal processing; computer graphic equipment; coprocessors; least squares approximations; filter coefficient calculation; graphics processing units; least-squares wideband beamforming; weight vectors calculation; Array signal processing; Computational modeling; Graphics processing unit; MATLAB; Programming; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon, 2011 Proceedings of IEEE
  • Conference_Location
    Nashville, TN
  • ISSN
    1091-0050
  • Print_ISBN
    978-1-61284-739-9
  • Type

    conf

  • DOI
    10.1109/SECON.2011.5752981
  • Filename
    5752981