Title :
Multi-beam 8×8 RF aperture digital beamformers using multiplierless 2-D FFT approximations
Author :
Kulasekera, Sunera ; Madanayake, Arjuna ; Wijenayake, Chamicth ; Bayer, Fabio M. ; Suarez, Dora ; Cintra, Renato J.
Author_Institution :
Electr. & Comput. Eng., Univ. of Akron Akron, Akron, OH, USA
Abstract :
The two-dimensional (2-D) discrete Fourier transform (DFT) is widely used in digital signal processing (DSP) and computing applications. Fast Fourier transforms (FFTs) are widely used as low-complexity algorithms for the computation of the DFT as it reduces the required computation operations from O(N2) to O(N log2N). The multiplicative complexity is used as a benchmark in comparing different algorithms as it affects the circuit complexity, chip area and power. This paper introduces a new class of multiplierless hardware algorithm consisting only of arithmetic adder circuits that closely approximates the 2-D version of the 8-point DFT. The paper discusses the theory behind the proposed new algorithm, with the DFT presented in the form of an 8 × 8 matrix. Furthermore it provide a multi-beam RF aperture application example where the 2-D DFT approximation has been used to closely obtain the antenna array patterns.
Keywords :
antenna arrays; aperture antennas; array signal processing; computational complexity; discrete Fourier transforms; fast Fourier transforms; matrix algebra; multibeam antennas; 2D FFT approximations; DSP; FFT; antenna array patterns; arithmetic adder circuits; chip area; circuit complexity; computation operation reduction; computing applications; digital signal processing; fast Fourier transforms; low-complexity algorithms; matrix algebra; multibeam RF aperture digital beamformers; multiplicative complexity; multiplierless hardware algorithm; two-dimensional discrete Fourier transforms; Apertures; Approximation algorithms; Approximation methods; Arrays; Complexity theory; Discrete Fourier transforms; Radio frequency; DSP; FFT; aperture; arrays; beamforming; multi-beam;
Conference_Titel :
Moratuwa Engineering Research Conference (MERCon), 2015
Conference_Location :
Moratuwa
DOI :
10.1109/MERCon.2015.7112356