Target Detection for Reconfigurable Intelligent Surface Assisted MIMO Radar

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2025-02-10 DOI:10.1109/TVT.2025.3540088
Huajun Zou;Liang Wu;Zaichen Zhang
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Abstract

In this paper, we investigate the problem of target detection in the reconfigurable intelligent surface (RIS)-assisted multiple-input multiple-output (MIMO) radar system. Firstly, we propose a general signal model adapted to the RIS-assisted MIMO radar, where the RIS is far-field deployed, and orthogonal waveforms are employed by the MIMO radar. Based on the signal model, a non-coherent detection scheme that requires no phase synchronization and is relatively easy to be implemented, and a coherent detection scheme that obtains a detection performance gain by exploiting the phase information, are proposed. Furthermore, we analyze the detection probability and false alarm probability of proposed detection schemes, and optimization algorithms for the phase shift settings of the RIS elements are formulated using the Neyman-Pearson criterion. Simulation results demonstrate that the RIS-assisted MIMO radar outperforms the traditional MIMO radar.
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可重构智能地面辅助MIMO雷达目标检测
本文研究了RIS辅助多输入多输出(MIMO)雷达系统中的目标检测问题。首先,我们提出了一种适用于RIS辅助MIMO雷达的通用信号模型,其中RIS是远场部署,MIMO雷达采用正交波形。基于信号模型,提出了一种不需要相位同步且相对容易实现的非相干检测方案和一种利用相位信息获得检测性能增益的相干检测方案。此外,我们分析了所提出的检测方案的检测概率和虚警概率,并利用Neyman-Pearson准则制定了RIS单元相移设置的优化算法。仿真结果表明,ris辅助MIMO雷达的性能优于传统MIMO雷达。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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