DocumentCode
146822
Title
Fpga implementation of beamforming algorithm for terrestrial radar application
Author
Anjitha, D. ; Shanmugha, Sundaram G. A.
Author_Institution
Electron. & Commun. Dept. Amrita VishwaVidyapeetham, Mtech VLSI Design, Coimbatore, India
fYear
2014
fDate
3-5 April 2014
Firstpage
453
Lastpage
457
Abstract
Beamforming or spatial filtering combines signals from an array of sensors, to achieve directionality. Each signal is weighted and summed to form a single strong signal from a desired direction of arrival, while suppressing interference. Without mechanical structures the antenna can be steered electronically by adjusting gain and phase. This concept can be used in terrestrial radar application scenarios like open cast mining of metallic mineral core. FPGAs offer higher levels of performance; therefore they are especially appropriate for beamforming applications. Here focus, is to implement adaptive beamforming algorithm known Least Mean Square Algorithm in FPGA. Therefore the relation between Mean Square Error and Iterations and different Step Size are found out. Power Analysis of LMS is presented using Xilinx X Power Analyzer.
Keywords
array signal processing; direction-of-arrival estimation; field programmable gate arrays; filtering theory; interference suppression; iterative methods; least mean squares methods; radar antennas; radar interference; radar signal processing; spatial filters; FPGA implementation; Xilinx X power analyzer; adaptive beamforming algorithm; direction-of-arrival; gain adjustment; interference suppression; iterations; least mean square algorithm; mean square error; metallic mineral core; open cast mining; phase adjustment; sensor array; spatial filtering; step size; terrestrial radar application; Artificial neural networks; Field programmable gate arrays; Jamming; Least squares approximations; Signal resolution; Table lookup; Vectors; Beamforming; Jamming signal; LMS; Xilinx;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Signal Processing (ICCSP), 2014 International Conference on
Conference_Location
Melmaruvathur
Print_ISBN
978-1-4799-3357-0
Type
conf
DOI
10.1109/ICCSP.2014.6949882
Filename
6949882
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