Addressing the Mutual Interference in Uplink ISAC Receivers: A Projection Method

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-09-02 DOI:10.1109/LWC.2024.3452932
Zhiyuan Yu;Hong Ren;Cunhua Pan;Gui Zhou;Ruizhe Wang;Mengyu Liu;Jiangzhou Wang
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Abstract

Dual function radar and communication (DFRC) is a promising research direction within integrated sensing and communication (ISAC), improving hardware and spectrum efficiency by merging sensing and communication (S&C) functionalities into a shared platform. However, the DFRC receiver (DFRC-R) is tasked with both uplink communication signal detection and simultaneously target-related parameter estimation from the echoes, leading to issues with mutual interference. In this letter, a projection-based scheme is proposed to equivalently transform the joint signal detection and target estimation problem into a joint signal detection process across multiple snapshots. Compared with conventional successive interference cancelation (SIC) schemes, our proposed approach achieves a higher signal-to-noise ratio (SNR), and a higher ergodic rate when the radar signal is non-negligible. Nonetheless, it introduces an ill-conditioned signal detection problem, which is addressed using a non-linear detector. By jointly processing an increased number of snapshots, the proposed scheme can achieve high S&C performance simultaneously.
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解决上行链路 ISAC 接收机中的相互干扰:投影法
双功能雷达与通信(DFRC)是综合传感与通信(ISAC)中一个前景广阔的研究方向,它通过将传感与通信(S&C)功能合并到一个共享平台中来提高硬件和频谱效率。然而,DFRC 接收机(DFRC-R)既要检测上行链路通信信号,又要同时从回波中估计目标相关参数,这就导致了相互干扰问题。本文提出了一种基于投影的方案,将联合信号检测和目标估计问题等效转换为跨多个快照的联合信号检测过程。与传统的相继干扰消除(SIC)方案相比,我们提出的方法实现了更高的信噪比(SNR),并在雷达信号不可忽略时实现了更高的遍历率。不过,它也引入了一个条件不佳的信号检测问题,需要使用非线性检测器来解决。通过联合处理更多的快照,所提出的方案可以同时实现较高的 S&C 性能。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. 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 wireless communication systems.
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