研究目的
Investigating the implementation of a low-complexity 16-point DFT approximation for multibeam digital array receivers to achieve reduced digital chip area and power consumption.
研究成果
The proposed low-complexity 16-point DFT approximation and its multiplierless fast algorithm enable digital realization with significantly reduced area and power consumption. The experimental setup demonstrates the feasibility of achieving 16 simultaneous RF beams with the proposed method, showing good agreement with theoretical expectations. Future work could explore larger DFT approximations and their realization at emerging mm-wave bands.
研究不足
The performance of the beamformer is dominated by the post-calibration phase errors in the microwave front-ends. The study focuses on a 16-point DFT approximation, and the applicability to larger DFTs or other frequency bands is not explored.
1:Experimental Design and Method Selection:
The study proposes an approximation to the 16-point DFT that maintains mathematical properties close to the ideal DFT, enabling the computation of 16 RF beams with significantly lower area and power consumption. The methodology includes the derivation of a fast algorithm for the proposed DFT approximation that is multiplierless.
2:Sample Selection and Data Sources:
The experimental setup involves a 16-element linear array of patch antennas and direct-conversion receivers, with data processed by a Xilinx Virtex-6 FPGA based digital back-end.
3:List of Experimental Equipment and Materials:
Equipment includes a 16-element antenna array, direct-conversion receivers, and a Xilinx Virtex-6 FPGA. Materials involve the digital cores for performing the 16-point ADFT and fixed-point FFT.
4:Experimental Procedures and Operational Workflow:
The digital processing of sampled signals is performed using the ROACH-2 platform, which includes a Virtex-6 FPGA and ADC cards. The setup for beam measurement involves placing the antenna array inside an anechoic chamber and rotating it to measure received energy levels for different angles.
5:Data Analysis Methods:
The energy measures for each output bin of the approximate/exact DFT are recorded and compared to theoretical simulated beam patterns.
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