基于$L_{p}$范数平滑的MIMO雷达LPI发射波束图设计

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2025-02-20 DOI:10.1109/TAES.2025.3543803
Zhengyu Lan;Lei Zuo;Bo Tang;Juan Hu;Xiang Li
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引用次数: 0

摘要

发射波束图的设计会使探测区域的合成波形产生较大的瞬时幅值波动,从而影响多输入多输出(MIMO)雷达系统的低截获概率(LPI)性能。为了避免雷达信号被电子拦截措施拦截和识别,设计具有平滑幅度的LPI发射波束图至关重要。本文针对MIMO雷达系统,提出了一种有效的LPI发射波束设计方案。首先,我们建立了合成波形的峰均功率比模型。其次,我们建立了一种LPI发射波束图方案,以最小化合成波形的瞬时幅度波动并控制发射波束图,这是一个非凸非光滑的最小-最大问题。为了平滑最小-最大问题,我们使用$L_{p}$-范数来近似最大函数。然后,我们提出了一种对$L_{p}$-范数的优化方法,将$L_{p}$-范数转化为二次多项式。最后,为了有效地解决最小-最大问题,提出了一种二次函数优化方法。数值结果表明,该方法能有效地设计出LPI发射波束图。
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An Efficient Design of LPI Transmit Beampattern for MIMO Radar via $L_{p}$-Norm Smoothing
The design of a transmit beampattern may generate large instantaneous amplitude fluctuations in the synthesized waveforms at the probed region, which distorts the low probability of intercept (LPI) performance of multi-input–multi-output (MIMO) radar systems. To avoid the radar signal being intercepted and identified by electronic interception measures, it is crucial to design an LPI transmit beampattern with a smoothed amplitude. In this article, an effective LPI transmit beampattern design scheme is proposed for MIMO radar systems. First, we formulate the peak-to-average power ratio model of the synthetic waveform. Second, we establish an LPI transmit beampattern scheme to minimize the instantaneous amplitude fluctuations of the synthesized waveform and control the transmit beampattern, which is a nonconvex nonsmooth min–max problem. To smooth the min–max problem, we approximate the max function by using the $L_{p}$-norm. Then, we propose a majorization method for the $L_{p}$-norm, which transforms the $L_{p}$-norm into a quadratic polynomial. Finally, to solve the min–max problem efficiently, a quadratic function majorization method is proposed. Numerical results demonstrate that the proposed method designs an LPI transmit beampattern efficiently.
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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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