Improved Range and Velocity Estimation in JCAS Using Apodization-Enhanced Optimization

IF 3.7 3区 计算机科学 Q2 TELECOMMUNICATIONS
Michael Hofstadler;Günther Lindorfer;Reinhard Feger;Andreas Stelzer;Andreas Meingassner;Oliver Lang;Andreas Springer
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引用次数: 0

Abstract

This letter introduces a novel approach to enhance range and velocity estimation in joint communication and sensing (JCAS) systems using apodization-enhanced optimization techniques. The method tackles challenges posed by nonuniform and sparse resource distribution in 5G sounding reference signal (SRS) configurations, which often cause undesired diagonally located spectral replicas in range-velocity maps, especially in multitarget scenarios. The proposed nonlinear apodization method achieves significant improvements in detection probability, with relative increases of up to 50% in some configurations. However, certain configurations do not benefit. These results indicate that while apodization substantially enhances performance in some scenarios, limitations persist in others.
利用消角增强优化改进JCAS的距离和速度估计
这封信介绍了一种新的方法来增强距离和速度估计在联合通信和传感(JCAS)系统中使用消角增强优化技术。该方法解决了5G探测参考信号(SRS)配置中资源分布不均匀和稀疏所带来的挑战,这通常会导致距离-速度图中不希望的对角线位置的频谱副本,特别是在多目标场景下。所提出的非线性解耦方法在检测概率上取得了显著的提高,在某些构型下检测概率的相对提高可达50%。但是,某些配置不会受益。这些结果表明,虽然去尖化在某些情况下大大提高了性能,但在其他情况下仍然存在局限性。
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
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.
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