A Low-SWaP 16-Beam 2.4 GHz Digital Phased Array Receiver Using DFT Approximation

被引:9
|
作者
Coutinho, Vitor A. [1 ]
Ariyarathna, Viduneth [2 ]
Coelho, Diego F. G.
Pulipati, Sravan Kumar [2 ]
Cintra, Renato J. [1 ,3 ]
Madanayake, Arjuna [2 ]
Bayer, Fabio M. [4 ,5 ]
Dimitrov, Vassil S. [3 ,6 ]
机构
[1] Univ Fed Pernambuco, Dept Estat, Signal Proc Grp, BR-50670901 Recife, PE, Brazil
[2] Florida Int Univ, Dept Elect & Comp Engn, Miami, FL 33199 USA
[3] Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2L 2A6, Canada
[4] Univ Fed Santa Maria, Dept Estat, BR-97105900 Santa Maria, RS, Brazil
[5] Univ Fed Santa Maria, LACESM, BR-97105900 Santa Maria, RS, Brazil
[6] IOTA Fdn, D-10963 Berlin, Germany
基金
美国国家科学基金会;
关键词
Discrete Fourier transforms; Array signal processing; Receivers; Complexity theory; Approximation algorithms; Radio frequency; Microwave antenna arrays; DFT approximation; low-complexity beamforming; low-complexity FFT; multibeam beamforming; DESIGN;
D O I
10.1109/TAES.2020.2987094
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A low-complexity approximation for the 16-point DFT and its respective multiplierless fast algorithm is proposed. A receive mode multibeam phased-array experiment was realized at 2.4 GHz employing a 16-element IQ receiver array that uses the proposed approximate spatial DFT in real-time in order to achieve multibeam digital beamforming. The 16-beam digital receiver experiment uses a ROACH-2 based Xilinx Virtex-6 FPGA platform for both digital beam computation as well as to perform the multireceiver analog-to-digital conversion. Receive mode RF beams were measured and compared to the exact DFT (realized with fixed-point multipliers with 8-bit twiddle factors). The measured approximate DFT closely followed the measured beams resulting from the fixed-point conventional DFT implementation. The approximate DFT achieves RF beam performance (mainlobe gain, sidelobes) similar to the DFT at the cost of a small error which would be tolerable for the majority of multibeam phased-array receivers. The 16-point approximate DFT provides a hardware reduction of $\sim$70% with respect to FFTs, setting up a low size, weight and power (SWaP) system.The maximum magnitude error of the filter bank response is 0.106 ($\approx -20$ dB).
引用
收藏
页码:3645 / 3654
页数:10
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