直接路径和多路径干扰消除的自适应滤波器:在基于FM-RTL-SDR的无源双基地雷达上的应用

M. Attalah, T. Laroussi, Aladdine Aouane, Ali Mehanaoui
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引用次数: 8

摘要

无源双基地雷达(pbr)能够利用来自外部源(如广播和/或无线电通信站)的反射来探测和跟踪目标。直接路径和多路径干扰(DPI和MPI)是PBR系统中遇到的主要问题之一。它们被定义为通过监视信道直接从发射机接收的信号;它只负责接收目标的回声。除多普勒频移外,DPI、MPI与接收回波是相干的。为了过滤这些干扰,被动雷达文献中考虑了不同的自适应技术。在本文中,我们的目标是通过研究它们对基于RTL-SDR (RTL2832U Realtek软件定义无线电)的真实信号源的FM(调频)无源雷达检测的影响来评估众所周知的自适应滤波器,如归一化最小均方(NLMS)和递归最小二乘(RLS)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive filters for direct path and multipath interference cancellation: Application to FM-RTL-SDR based Passive Bistatic Radar
Passive Bistatic Radars (PBRs) are able to detect and track objects using reflections from foreign sources such as broadcast and/or radio communication stations. Direct path and Multipath Interference (DPI and MPI) are one of the major problems encountered in PBR systems. They are defined as signals received directly from the transmitter through the surveillance channel; which is only dedicated to receiving targets' echoes. Except their Doppler shifts, DPI, MPI and the received echoes are coherent. To filter these interferences, different adaptive techniques are considered in passive radars' literature. In this paper, we aim to evaluate the well-known adaptive filters as the Normalized Least Mean Square (NLMS) and the Recursive Least Square (RLS) by investigating their impact on the detection of FM (Frequency Modulation) passive radar based on a real source of signals using RTL-SDR (RTL2832U Realtek Software Defined Radio).
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