运动OFDM雷达杂波消除的互反滤波监督DPCA算法

IF 7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2025-01-14 DOI:10.1109/TAES.2025.3527953
Andrea Quirini;Giovanni Paolo Blasone;Fabiola Colone;Pierfrancesco Lombardo
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引用次数: 0

摘要

本文研究了利用正交频分复用(OFDM)波形的有源/无源移动多通道雷达系统中杂波和噪声的目标检测问题。研究表明,在信号处理方案中采用基于互反滤波器(RF)的距离压缩级可以减轻时变波形对空时杂波消除的影响。然而,这种方法只有在接收到的信号被分割成由单个OFDM符号组成的批次时才有效。反过来,这是相干处理技术的一个强烈约束,因为它影响了位移相位中心天线(DPCA)抵消的实现,等效脉冲重复频率与相应的模糊和信噪比损失。为了放松这种约束,可以使用监督阈值互反滤波策略,该策略允许对任意长度的批进行操作,即使用非ofdm分片,从而提供更大的灵活性。然而,这些技术被证明对杂波消除能力有不可忽略的影响。为了克服这些限制,我们提出了一种完整的处理方案,将多通道杂波抑制阶段集成到距离压缩阶段采用的射频监督策略中。所提出的方法被称为基于射频的阈值DPCA (T-DPCA-RF),并在针对配备两个接收通道的雷达的模拟场景进行操作时与备选方案进行比较。分析表明,T-DPCA-RF在杂波消除和目标信噪比之间取得了较好的平衡,同时降低了系统的复杂性,增强了系统在实际应用中的灵活性。对实验数据的初步测试证实了这些结果。
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Supervised DPCA Scheme Based on Reciprocal Filter for Clutter Cancelation From Moving OFDM Radar
This article addresses the problem of target detection against clutter and noise in active/passive mobile multichannel radar systems exploiting orthogonal frequency-division multiplexing (OFDM) waveforms. It has been shown that a range compression stage based on the reciprocal filter (RF) can be used in the signal processing scheme to mitigate the effects of the time-varying waveform on the space–time clutter cancelation. However, such an approach is effective only when the received signal is fragmented into batches consisting of individual OFDM symbols. In turn, this is a strong constraint for coherent processing technique since it affects the implementation of displaced phase center antenna (DPCA) cancelation, the equivalent pulse repetition frequency with the corresponding ambiguities and SNR losses. In order to relax this constraint, supervised thresholded reciprocal filtering strategies can be used, which enable operation over batches of any length, i.e., using a non-OFDM fragmentation, thus providing greater flexibility. However, such techniques were verified to have a nonnegligible impact on the clutter cancelation capability. To overcome these limitations, we propose a complete processing scheme that integrates the multichannel clutter suppression stage into the RF supervision strategy adopted at the range compression stage. The proposed approach is referred to as the thresholded DPCA based on RF (T-DPCA-RF) and is compared to alternatives when operating against simulated scenarios for the case of a radar equipped with two receiving channels. The performed analysis shows that the T-DPCA-RF allows a better tradeoff between clutter cancelation and target SNR while reducing the complexity of the system and enhancing its flexibility in practical cases. Preliminary tests against experimental data confirm these results.
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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