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
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