多径和噪声情况下 JCR 窄带信号的高效频谱方法

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Salem Titouni;Idris Messaoudene;Yassine Himeur;Massinissa Belazzoug;Boualem Hammache;Shadi Atalla;Wathiq Mansoor
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引用次数: 0

摘要

联合通信雷达(JCR)系统能够同时执行通信和雷达传感任务,因此备受关注。然而,在充满挑战的环境中,联合通信雷达信号容易受到多径传播的影响,导致信号衰减、干扰和系统性能降低。本文探讨了多径效应给 JCR 信号带来的挑战,并提出了新的缓解技术,以增强其鲁棒性和可靠性。建议的方法包括采用频谱变换来增强 JCR 发射信号,从而显著提高 JCR 系统的整体效能。因此,集成了所建议技术的 JCR 系统的数值实施可改善性能指标,包括多径误差包络(MEE)、均方根误差(RMSE)和标准偏差(STD)。通过有效缓解多径传播的不利影响,所提出的方法增强了 JCR 系统的鲁棒性和准确性,从而提高了通信可靠性和雷达感应能力。值得注意的是,所提出的方法实现了最小均方根误差(RMSE),仅为 0.05,与现有方法相比性能大幅提升。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Spectral Approach for JCR Narrow Band Signals in Presence of Multipath and Noise
Joint Communication Radar (JCR) systems have garnered significant attention due to their ability to simultaneously perform communication and radar sensing tasks. However, in challenging environments, JCR signals are vulnerable to multipath propagation, resulting in signal degradation, interference, and reduced system performance. This paper explores the challenges posed by multipath effects on JCR signals and proposes novel mitigation techniques to enhance their robustness and reliability. The suggested method involves employing a spectral transformation to enhance the JCR-emitted signal, resulting in a significant improvement in the overall effectiveness of JCR systems. Consequently, the numerical implementation of the JCR system integrated with the proposed technique leads to improved performance metrics, including Multipath Error Envelope (MEE), Root Mean Square Error (RMSE), and Standard Deviation (STD). By effectively mitigating the adverse impacts of multipath propagation, the proposed methodologies enhance the robustness and accuracy of JCR systems, leading to improved communication reliability and radar sensing capabilities. Notably, the proposed method achieved a minimal Root Mean Square Error (RMSE) of just 0.05, marking a substantial enhancement in performance compared to existing methods.
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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