Iterative Strong Targets Cancellation for Multi-Target Detection in JRC Systems

IF 3.7 3区计算机科学 Q2 TELECOMMUNICATIONS

IEEE Communications Letters Pub Date : 2025-02-14 DOI:10.1109/LCOMM.2025.3542371

Xiaojuan Zhang;Yonghong Zeng;Sumei Sun

引用次数: 0

Abstract

A Joint Radar and Communication (JRC) system utilizing 5G signals is proposed. To address the challenges of detecting multiple closely spaced targets in the range-Doppler map, an iterative strong target cancellation algorithm is introduced. This algorithm mitigates the impact of dominant targets, which can obscure weaker signals and complicate detection for conventional methods such as range- or speed-based searches and CFAR algorithms. By progressively canceling strong targets, the method enhances the detection and differentiation of weaker ones, significantly improving overall system performance. Its adaptability and robustness make it suitable for JRC systems, ensuring accurate detection in resource-constrained and spectrum-sharing environments. A JRC prototype based on software-defined radio (SDR) is developed. Extensive simulations and experiments with the prototype validate the algorithm’s effectiveness.

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JRC系统中多目标检测的迭代强目标抵消

提出了一种利用5G信号的联合雷达与通信（JRC）系统。针对距离-多普勒图中多个近距离目标的检测问题，提出了一种迭代强目标抵消算法。该算法减轻了优势目标的影响，优势目标会掩盖较弱的信号，并使传统方法（如基于距离或速度的搜索和CFAR算法）的检测复杂化。该方法通过逐步消除强目标，增强了对弱目标的检测和区分，显著提高了系统的整体性能。它的适应性和鲁棒性使其适用于JRC系统，确保在资源受限和频谱共享环境下的准确检测。研制了一种基于软件定义无线电（SDR）的JRC样机。大量的仿真和样机实验验证了该算法的有效性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Communications Letters 工程技术-电信学

CiteScore

8.10

自引率

7.30%

发文量

590

审稿时长

2.8 months

期刊介绍： The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.