Multi-user maritime integrated sensing and communication resource allocation in auxiliary communication scenarios

IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jingchun Zhang;Gang Wang;Hongjuan Yang;Bowen Liu;Bo Li
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Abstract

The rapid development of marine science and technology, coupled with the growing needs of offshore operations, underscores the significance of studying offshore communication networks. This study addressed the communication and perception challenges posed by the complexity and variability of the marine environment and the mobility of ships, aiming to improve the performance of offshore operations. Through the construction of an integrated ship-based station model at the power level and comprehensive data validation and simulation analyses, this study revealed a linear relationship between the signal-to-noise ratio (SCNR) and the probability of detection, indicating that the probability of detection positively correlated with the SCNR. In practical multi-user scenarios, the shipborne ISAC base station needed to make a trade-off between communication and sensing functions to meet different SCNR requirements. By optimising the trajectory and power allocation of shipborne ISAC, this study successfully improved the communication rate and sensing performance, which further enhances the efficiency and safety of marine operations. The findings of this study were of great significance to the advancement of marine science and technology, laying a solid foundation for further research and the application of maritime communication networks.
辅助通信场景下的多用户海事综合传感与通信资源分配
海洋科学和技术的快速发展,加上近海作业日益增长的需求,凸显了研究近海通信网络的重要性。本研究针对海洋环境的复杂性和多变性以及船舶的流动性所带来的通信和感知挑战,旨在提高近海作业的性能。通过构建功率级船基综合站模型以及全面的数据验证和仿真分析,本研究揭示了信噪比(SCNR)与探测概率之间的线性关系,表明探测概率与 SCNR 呈正相关。在实际的多用户场景中,舰载 ISAC 基站需要在通信和传感功能之间做出权衡,以满足不同的 SCNR 要求。本研究通过优化船载 ISAC 的轨迹和功率分配,成功地提高了通信速率和传感性能,从而进一步提高了海上作业的效率和安全性。本研究的发现对海洋科学与技术的进步具有重要意义,为进一步研究和应用海事通信网络奠定了坚实的基础。
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来源期刊
CiteScore
6.60
自引率
5.60%
发文量
66
审稿时长
14.4 months
期刊介绍: The JOURNAL OF COMMUNICATIONS AND NETWORKS is published six times per year, and is committed to publishing high-quality papers that advance the state-of-the-art and practical applications of communications and information networks. Theoretical research contributions presenting new techniques, concepts, or analyses, applied contributions reporting on experiences and experiments, and tutorial expositions of permanent reference value are welcome. The subjects covered by this journal include all topics in communication theory and techniques, communication systems, and information networks. COMMUNICATION THEORY AND SYSTEMS WIRELESS COMMUNICATIONS NETWORKS AND SERVICES.
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