A Customizable DDR3 SDRAM Controller Tailored for FPGA-Based Data Buffering Inside Real-Time Range-Doppler Radar Signal Processing Back Ends

V. Milovanovic, Darko Tasovac
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引用次数: 1

Abstract

High resolution commercial radars which feature arrays of transmit and receive antennas and that rely on unambiguous range-Doppler signal processing with hard real-time constraints require fast memories to store intermediate results. Typical radar data matrices can occupy up to a gigabyte of space. A custom DRAM controller tailored for digital radar back ends and software-defined radars is presented. It is implemented on an FPGA and supports data buffering between the two FFT stages inside a two-dimensional spectral analysis system. In parallel, it allows the remaining part of the SDRAM to be used as a virtual FIFO buffer for the output results. Experimental tests have shown that when both pairs of the proposed memory controller’s ports are accessed simultaneously, their joint data throughput is within 10% of the gross theoretical limit for the utilized DDR3 module.
实时距离-多普勒雷达信号处理后端基于fpga的数据缓冲定制DDR3 SDRAM控制器
高分辨率商用雷达以发射和接收天线阵列为特征,依靠具有硬实时约束的明确距离多普勒信号处理,需要快速存储器来存储中间结果。典型的雷达数据矩阵可以占用高达千兆字节的空间。提出了一种针对数字雷达后端和软件定义雷达的定制DRAM控制器。它在FPGA上实现,并支持二维频谱分析系统中两个FFT级之间的数据缓冲。并行地,它允许SDRAM的剩余部分用作输出结果的虚拟FIFO缓冲区。实验测试表明,当两对存储控制器端口同时被访问时,它们的联合数据吞吐量在所使用的DDR3模块的总理论极限的10%以内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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