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A high-precision hardware-efficient radix-2k FFT processor for SAR imaging system

机译:SAR成像系统的高精度,硬件高效的radix-2k FFT处理器

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References(11) This paper presents a high-precision, hardware-efficient FFT processor for an on-board SAR (synthetic aperture radar) imaging system. To meet the high resolution imaging and big data granularity processing requirements, a radix-2k mixed FFT algorithm is proposed. The mixed radix FFT algorithm reduces the number of complex multiplication and the size of twiddle factor memory. To further reduce hardware resource and improve FFT precision, sufficient fixed-point simulation is performed for the fixed-point FFT processor design. As a proof of concept, a 32768-point fixed-point processor is implemented on XC6VCX240T FPGA platform. The proposed pipelined FFT processor achieves a signal-to-quantization noise ratio (SQNR) of 47.3 dB at 18-bit internal wordlength. Compared with Xilinx FFT v7.1 IP core, the results demonstrate that our design saves at least 11% memory and 57% arithmetic elements.
机译:参考文献(11)本文提出了一种用于机载SAR(合成孔径雷达)成像系统的高精度,硬件高效的FFT处理器。为了满足高分辨率成像和大数据粒度处理的需求,提出了一种基数为2k的混合FFT算法。混合基数FFT算法可减少复数乘法的次数并减少旋转因子存储器的大小。为了进一步减少硬件资源并提高FFT精度,对定点FFT处理器设计进行了足够的定点仿真。作为概念验证,在XC6VCX240T FPGA平台上实现了32768点定点处理器。所提出的流水线FFT处理器在18位内部字长下实现了47.3 dB的信号量化噪声比(SQNR)。与Xilinx FFT v7.1 IP内核相比,结果表明我们的设计节省了至少11%的内存和57%的算术元素。

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