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
Link To Document :
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