Integrated Sensing and Communication for Wireless Extended Reality (XR) With Reconfigurable Intelligent Surface

被引:7
作者
Ma, Teng [1 ]
Xiao, Yue [1 ]
Lei, Xia [1 ]
Xiao, Ming [2 ]
机构
[1] Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Peoples R China
[2] KTH Royal Inst Technol, Dept Informat Sci & Engn, S-11428 Stockholm, Sweden
基金
瑞典研究理事会; 国家重点研发计划;
关键词
Index Terms-Cramer-Rao lower bound (CRLB); extended reality (XR); integrated sensing and communication (ISAC); multiple signal classification (MUSIC); reconfigurable intelligent surface (RIS); WAVE-FORM DESIGN; MIMO RADAR; CHANNEL ESTIMATION; PROGRAMMABLE METASURFACE; JOINT COMMUNICATION; BEAMFORMING DESIGN; VIRTUAL-REALITY; OPPORTUNITIES; LOCALIZATION; CHALLENGES;
D O I
10.1109/JSTSP.2023.3304846
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Future wireless networks will witness ubiquitous human-machine interactions, where extended reality (XR) is expected to be a key scenario in next-generation mobile systems. In this article, we examine the integrated sensing and communication (ISAC) framework in XR, where a reconfigurable intelligent surface (RIS) may assist user (UE) positioning and communication. Specifically, a practical positioning algorithm based on multiple signal classification (MUSIC) with the aid of specially designed RIS configurations is conceived. Furthermore, we formulate the joint optimization of the UE beamformer and RIS phase shifter to maximize the channel capacity under Cramer-Rao lower bound (CRLB) constraints, which is solved by alternating optimization with gradient projection and manifold optimization. Finally, we use simulation results to demonstrate the feasibility of the conceived positioning algorithm and corroborate the effectiveness of the proposed optimization approach.
引用
收藏
页码:980 / 994
页数:15
相关论文
共 75 条
[1]  
3GPP, 2020, 3GPP document
[2]  
Akyildiz I. F., 2022, ITU J FUTURE EVOL TE, V3, P1
[3]   Future Millimeter-Wave Indoor Systems: A Blueprint for Joint Communication and Sensing [J].
Alloulah, Mohammed ;
Huang, Howard .
COMPUTER, 2019, 52 (07) :16-24
[4]  
Alriksson F., 2021, Eric. Technol Rev., V2021, P2
[5]   Recent advances in augmented reality [J].
Azuma, R ;
Baillot, Y ;
Behringer, R ;
Feiner, S ;
Julier, S ;
MacIntyre, B .
IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2001, 21 (06) :34-47
[6]   FULL DUPLEX RADIO/RADAR TECHNOLOGY: THE ENABLER FOR ADVANCED JOINT COMMUNICATION AND SENSING [J].
Barneto, Carlos Baquero ;
Liyanaarachchi, Sahan Damith ;
Heino, Mikko ;
Riihonen, Taneli ;
Valkama, Mikko .
IEEE WIRELESS COMMUNICATIONS, 2021, 28 (01) :82-88
[7]   Full-Duplex OFDM Radar With LTE and 5G NR Waveforms: Challenges, Solutions, and Measurements [J].
Barneto, Carlos Baquero ;
Riihonen, Taneli ;
Turunen, Matias ;
Anttila, Lauri ;
Fleischer, Marko ;
Stadius, Kari ;
Ryynanen, Jussi ;
Valkama, Mikko .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2019, 67 (10) :4042-4054
[8]   Reconfigurable Intelligent Surface-Based Index Modulation: A New Beyond MIMO Paradigm for 6G [J].
Basar, Ertugrul .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (05) :3187-3196
[9]   Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers [J].
Bastug, Ejder ;
Bennis, Mehdi ;
Medard, Muriel ;
Debbah, Merouane .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (06) :110-117
[10]   Virtual reality: How much immersion is enough? [J].
Bowman, Doug A. ;
McMahan, Ryan P. .
COMPUTER, 2007, 40 (07) :36-+