基于FPGA的探地雷达杂波去除:设计与实现

Canberk Tatli, Egemen Denizeri, D. Kumlu, I. Erer, B. Yalçin, F. Işık
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引用次数: 0

摘要

在探地雷达(GPR)系统中遇到的杂波是一个重要的研究领域,因为它会降低目标的探测率。在自主系统中,实时雷达应用和杂波去除方法的硬件实现至关重要。本研究采用鲁棒非负矩阵分解(RNMF),数学运算简单,适合硬件实现。由于FPGA具有可编程特性,因此选择FPGA作为硬件实现环境。结果表明,硬件实现结果与MATLAB环境下的杂波去除结果具有相同的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation
The clutter encountered in Ground Penetrating Radar(GPR) systems is an important area of research since it decreases target detection rates. Real-time radar applications and hardware implementation of clutter removal methods in autonomous systems are crucial. In this study, robust non-negative matrix factorization (RNMF) is used, which requires simple mathematical operations and suitable for hardware implementations. FPGA was chosen as the hardware implementation environment due to its re-programmable feature. It has been shown that the hardware implementation results have the same performance as the clutter removal results obtained in the MATLAB environment.
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