paper-with-me

Papers

Rate-Splitting Multiple Access for Integrated Sensing and Communications: A First Experimental Study

2024-12-16 · Xinze Lyu, Sundar Aditya, Bruno Clerckx

A canonical use case of Integrated Sensing and Communications (ISAC) in multiple-input multiple-output (MIMO) systems involves a multi-antenna transmitter communicating with $K$ users and sensing targets in its vicinity. For this setup, precoder and multiple access designs are of utmost importance, as the limited transmit power budget must be efficiently directed towards the desired directions (users and targets) to maximize both communications and sensing performance. This problem has been widely investigated analytically under various design choices, in particular (a) whether or not a dedicated sensing signal is needed, and (b) for different MIMO multiple access techniques, such as Space Division Multiple Access (SDMA) and Rate-Splitting Multiple Access (RSMA). However, a conclusive answer on which design choice achieves the best ISAC performance, backed by experimental results, remains elusive. We address this vacuum by experimentally evaluating and comparing RSMA and SDMA for communicating with two users $(K = 2)$ and sensing (ranging) one target. Over three scenarios that are representative of \emph{vehicular} ISAC, covering different levels of inter-user interference and separation/integration between sensing and communications, we show that RSMA without a dedicated sensing signal achieves better ISAC performance -- i.e., higher sum throughput (up to $50\%$ peak throughput gain) for similar radar SNR (between $20$ to $24{\rm dB}$) -- than SDMA with a dedicated sensing signal. This first-ever experimental study of RSMA ISAC demonstrates the feasibility and the superiority of RSMA for future multi-functional wireless systems.

📄 PDF Abstract BibTeX arXiv:2412.12037

Code (0)

등록된 구현이 없습니다.

Tasks

ISAC

Similar Papers 제목 키워드 기반

ARIS-RSMA Enhanced ISAC System: Joint Rate Splitting and Beamforming Design

2026-02-06 · Xin Jin, Tiejun Lv, Yashuai Cao, Jie Zeng 외 arxiv

This letter proposes an active reconfigurable intelligent surface (ARIS) assisted rate-splitting multiple access (RSMA) integrated sensing and communication (ISAC) system to overcome the fairness bottleneck in multi-targ…

Optimization of Rate-Splitting Multiple Access with Integrated Sensing and Backscatter Communication

2024-06-04 · Diluka Galappaththige, Shayan Zargari, Chintha Tellambura, Geoffrey Ye Li

An integrated sensing and backscatter communication (ISABC) system is introduced herein. This system features a full-duplex (FD) base station (BS) that seamlessly merges sensing with backscatter communication and support…

TAG

Coordinated RSMA for Integrated Sensing and Communication in Emergency UAV Systems

2024-06-27 · Binghan Yao, Ruoguang Li, Yingyang Chen, Li Wang

Recently, unmanned aerial vehicle (UAV)-enabled integrated sensing and communication (ISAC) is emerging as a promising technique for achieving robust and rapid emergency response capabilities. Such a novel framework offe…

Integrated sensing and communicationISAC

Rate-Splitting Multiple Access for 6G: Prototypes, Experimental Results and Link/System level Simulations

2025-02-13 · Sundar Aditya, Yong Jin Daniel Kim, David Vargas, David Redgate 외

Rate-Splitting Multiple Access (RSMA) is a powerful and versatile physical layer multiple access technique that generalizes and has better interference management capabilities than 5G-based Space Division Multiple Access…

ISACManagement

Integrated Sensing and Communications Enabled Low Earth Orbit Satellite Systems

2023-04-03 · Longfei Yin, Ziang Liu, Bhavani Shankar M. R., Mohammad Alaee-Kerahroodi 외

Extreme crowding of electromagnetic spectrum in recent years has led to the challenges in designing sensing and communications systems. Both systems require a broad range of bandwidth, thus resulting in competing interes…

ISAC