Digital Implementation of Radar Receiver and Signal Processing Algorithms

Suraj Bhan Rathor, Shashikiran Dayalan, A. B. Bazil Raj
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Abstract

This paper details the implementation of Radar Receiver and Signal Processing algorithms on a Kintex-7 FPGA based board and the results obtained. Radar receiver receives and enhances the target echoes with noise and clutter. The major blocks of a Digital Radar Receiver are Digital Down Converter (DDC) which is used to convert an RF or IF signal down to baseband by sampling the signal at suitably high sample rates and then using purely digital techniques to obtain baseband data. Radar Signal Processing algorithms extracts targets from the background interference (noise + jammer) and passes the information to Data Processor for tracking and further action. The major blocks of Radar Signal Processing are Pulse Compression, MTI, Doppler Filtering, CFAR and target angle estimation. The conventional DDC (Single Stage FIR filter) was implemented on a Kintex-7 FPGA – XC7K325TFBG900-1 device using Vivado 2014.4 tool and the Radar Signal Processing chain was implemented using Code Blocks IDE Software using C/C++ language. The implementation was targeted to reduce hardware complexity, enhance speed and reduce power dissipation. The results are analysed using Vivado Simulator and MATLAB tools.
雷达接收机的数字化实现与信号处理算法
本文详细介绍了雷达接收机和信号处理算法在基于Kintex-7的FPGA板上的实现和结果。雷达接收机接收并增强带有噪声和杂波的目标回波。数字雷达接收机的主要模块是数字下变频(DDC),它通过以适当的高采样率对信号进行采样,然后使用纯数字技术获得基带数据,从而将射频或中频信号转换为基带信号。雷达信号处理算法从背景干扰(噪声+干扰)中提取目标,并将信息传递给数据处理器进行跟踪和进一步行动。雷达信号处理的主要模块是脉冲压缩、MTI、多普勒滤波、CFAR和目标角估计。传统的DDC(单级FIR滤波器)在Kintex-7 FPGA - XC7K325TFBG900-1器件上使用Vivado 2014.4工具实现,雷达信号处理链使用C/ c++语言使用Code Blocks IDE软件实现。实现的目标是降低硬件复杂性,提高速度和降低功耗。利用Vivado模拟器和MATLAB工具对仿真结果进行了分析。
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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