In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]

IF 9.4 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Signal Processing Magazine Pub Date : 2024-11-27 DOI:10.1109/MSP.2024.3449565
Besma Smida;George C. Alexandropoulos;Taneli Riihonen;Md Atiqul Islam
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Abstract

In-band full-duplex (FD) multiple-input, multiple-output (MIMO) systems offer a significant opportunity for integrated sensing and communications (ISAC) due to their capability to realize simultaneous signal transmissions and receptions. This feature has been recently exploited to devise spectrum-efficient simultaneous information transmission and monostatic sensing operations, a line of research typically referred to as MIMO FD-ISAC . In this article, capitalizing on a recent FD MIMO architecture with reduced complexity analog cancellation, we present an FD-enabled framework for simultaneous communications and sensing using data signals. In contrast to communications applications, the framework’s goal is not to mitigate self-interference, since it includes reflections of the downlink data transmissions from targets in the FD node’s vicinity, but to optimize the system parameters for the intended dual functionality. The unique characteristics and challenges of a generic MIMO FD-ISAC system are discussed along with a broad overview of state-of-the-art special cases, including numerical investigations. Several directions for future work on FD-enabled ISAC relevant to signal processing communities are also provided.
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用于同时通信和传感的带内全双工多输入多输出系统:挑战、方法和未来展望[综合传感和通信革命的信号处理特刊]
带内全双工(FD)多输入多输出(MIMO)系统由于能够实现信号的同时发射和接收,为集成传感和通信(ISAC)提供了一个重要机会。最近,人们利用这一特点设计出了具有频谱效率的同步信息传输和单静态传感操作,这一研究方向通常被称为 MIMO FD-ISAC。在本文中,我们利用最新的 FD MIMO 架构,降低了模拟消除的复杂性,提出了一种支持 FD 的框架,用于同时使用数据信号进行通信和传感。与通信应用不同的是,该框架的目标不是减轻自干扰(因为它包括来自 FD 节点附近目标的下行链路数据传输反射),而是针对预期的双重功能优化系统参数。本文讨论了一般多输入多输出 FD-ISAC 系统的独特特征和挑战,并对最先进的特殊情况进行了广泛概述,包括数值研究。此外,还提供了与信号处理领域相关的 FD-enabled ISAC 的若干未来工作方向。
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 Signal Processing Magazine
IEEE Signal Processing Magazine 工程技术-工程:电子与电气
CiteScore
27.20
自引率
0.70%
发文量
123
审稿时长
6-12 weeks
期刊介绍: EEE Signal Processing Magazine is a publication that focuses on signal processing research and applications. It publishes tutorial-style articles, columns, and forums that cover a wide range of topics related to signal processing. The magazine aims to provide the research, educational, and professional communities with the latest technical developments, issues, and events in the field. It serves as the main communication platform for the society, addressing important matters that concern all members.
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