TY - JOUR
T1 - Towards a Low-SWaP 1024-Beam Digital Array
T2 - A 32-Beam Subsystem at 5.8 GHz
AU - Madanayake, Arjuna
AU - Mandal, Soumyajit
AU - Rappaport, Theodore S.
AU - Ariyarathna, Viduneth
AU - Madishetty, Suresh
AU - Pulipati, Sravan
AU - Cintra, Renato J.
AU - Coelho, Diego
AU - Oliviera, Raiza
AU - Bayer, Fabio M.
AU - Belostotski, Leonid
N1 - Funding Information:
Manuscript received December 30, 2018; revised June 3, 2019; accepted July 6, 2019. Date of publication September 6, 2019; date of current version February 3, 2020. This work was supported by the NSF under Award SpecEES 1854798 and Award ECCS 1902283. (Corresponding author: Viduneth Ariyarathna.) A. Madanayake, V. Ariyarathna, and S. Pulipati are with the Department of Electrical and Computer Engineering, Florida International University, Miami, FL 33199 USA (e-mail: amadanay@fiu.edu; pberu002@fiu.edu; spuli009@fiu.edu).
Publisher Copyright:
© 1963-2012 IEEE.
PY - 2020/2
Y1 - 2020/2
N2 - Millimeter-wave communications require multibeam beamforming to utilize wireless channels that suffer from obstructions, path loss, and multipath effects. Digital multibeam beamforming has maximum degrees of freedom compared to analog-phased arrays. However, circuit complexity and power consumption are important constraints for digital multibeam systems. A low-complexity digital computing architecture is proposed for a multiplication-free 32-point linear transform that approximates multiple simultaneous radio frequency (RF) beams similar to a discrete Fourier transform (DFT). Arithmetic complexity due to multiplication is reduced from the fast Fourier transform (FFT) complexity of O(N: N) for DFT realizations, down to zero, thus yielding a 46% and 55% reduction in chip area and dynamic power consumption, respectively, for the $N=32$ case considered. This article describes the proposed 32-point DFT approximation targeting 1024 beams using a 2-D array and shows the multiplierless approximation and its mapping to a 32-beam subsystem consisting of 5.8 GHz antennas that can be used for generating 1024 digital beams without multiplications. Real-time beam computation is achieved using a Xilinx field-programmable gate array (FPGA) at 120 MHz bandwidth per beam. Theoretical beam performance is compared with measured RF patterns from both a fixed-point FFT and the proposed multiplier-free algorithm and is in good agreement.
AB - Millimeter-wave communications require multibeam beamforming to utilize wireless channels that suffer from obstructions, path loss, and multipath effects. Digital multibeam beamforming has maximum degrees of freedom compared to analog-phased arrays. However, circuit complexity and power consumption are important constraints for digital multibeam systems. A low-complexity digital computing architecture is proposed for a multiplication-free 32-point linear transform that approximates multiple simultaneous radio frequency (RF) beams similar to a discrete Fourier transform (DFT). Arithmetic complexity due to multiplication is reduced from the fast Fourier transform (FFT) complexity of O(N: N) for DFT realizations, down to zero, thus yielding a 46% and 55% reduction in chip area and dynamic power consumption, respectively, for the $N=32$ case considered. This article describes the proposed 32-point DFT approximation targeting 1024 beams using a 2-D array and shows the multiplierless approximation and its mapping to a 32-beam subsystem consisting of 5.8 GHz antennas that can be used for generating 1024 digital beams without multiplications. Real-time beam computation is achieved using a Xilinx field-programmable gate array (FPGA) at 120 MHz bandwidth per beam. Theoretical beam performance is compared with measured RF patterns from both a fixed-point FFT and the proposed multiplier-free algorithm and is in good agreement.
KW - Approximate beamforming
KW - digital arrays
KW - multibeams
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U2 - 10.1109/TAP.2019.2938704
DO - 10.1109/TAP.2019.2938704
M3 - Article
AN - SCOPUS:85079268626
SN - 0018-926X
VL - 68
SP - 900
EP - 912
JO - IEEE Transactions on Antennas and Propagation
JF - IEEE Transactions on Antennas and Propagation
IS - 2
M1 - 8826444
ER -