Active reconfigurable intelligent surface-aided multiple-input-multiple-output radar detection in the presence of clutter

IF 1.4 4区 管理学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yu Zhang, Da Li, Bo Tang, Haichuan Zhang, Lei Zuo
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Abstract

Reconfigurable intelligent surface (RIS) refers to a two-dimensional smart surface consisting of massive number of reflecting elements. Both active RIS (ARIS) and passive RIS (PRIS) are promising technologies that can adapt and reconfigure the wireless environment, enhancing the reliability and capacity of wireless networks. The authors focus on enhancing the detection ability of ARIS/PRIS-aided multiple-input-multiple-output radar system in the presence of signal-dependent clutter. Constant-envelope constraint is imposed on the sought radar waveforms to improve the practicability of the radar system. To tackle the resultant non-convex problem, a cyclic method based on minorisation–maximisation and alternating direction method of multipliers is derived to iteratively optimise the receive filters, the transmit waveforms, and the RIS coefficients. The major finding is that the distance between the radar and the ARIS has little to no impact on the radar signal-to-interference-plus-noise ratio (SINR). For the PRIS-aided radar system, a simplified model can significantly improve the operational efficiency and has little impact on the radar SINR. Numerous results verify the effectiveness of the proposed algorithm.

Abstract Image

存在杂波时的主动可重构智能表面辅助多输入多输出雷达探测
可重构智能表面(RIS)是指由大量反射元件组成的二维智能表面。主动可重构智能表面(ARIS)和被动可重构智能表面(PRIS)都是很有前途的技术,可以适应和重构无线环境,提高无线网络的可靠性和容量。作者重点研究了在存在信号相关杂波的情况下,如何增强 ARIS/PRIS 辅助多输入多输出雷达系统的探测能力。为提高雷达系统的实用性,对所寻求的雷达波形施加了恒包络约束。为了解决由此产生的非凸问题,研究人员提出了一种基于最小化-最大化和交替方向乘法的循环方法,对接收滤波器、发射波形和 RIS 系数进行迭代优化。主要发现是雷达与 ARIS 之间的距离对雷达信号干扰加噪声比(SINR)几乎没有影响。对于 PRIS 辅助雷达系统,简化模型可显著提高运行效率,对雷达信噪比影响很小。大量结果验证了所提算法的有效性。
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来源期刊
Iet Radar Sonar and Navigation
Iet Radar Sonar and Navigation 工程技术-电信学
CiteScore
4.10
自引率
11.80%
发文量
137
审稿时长
3.4 months
期刊介绍: IET Radar, Sonar & Navigation covers the theory and practice of systems and signals for radar, sonar, radiolocation, navigation, and surveillance purposes, in aerospace and terrestrial applications. Examples include advances in waveform design, clutter and detection, electronic warfare, adaptive array and superresolution methods, tracking algorithms, synthetic aperture, and target recognition techniques.
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