Imperfect CSI Analysis in RIS-Aided Wireless Systems

被引:0
|
作者
Singh, Ikram [1 ]
Smith, Peter J. [2 ]
Dmochowski, Pawel A. [3 ]
机构
[1] Rocket Lab Ltd, Auckland 1060, New Zealand
[2] Victoria Univ Wellington, Sch Math & Stat, Wellington 6012, New Zealand
[3] Victoria Univ Wellington, Sch Engn & Comp Sci, Wellington 6012, New Zealand
关键词
Signal to noise ratio; Channel estimation; Correlation; Reconfigurable intelligent surfaces; Vectors; Wireless communication; Reflection; Rayleigh channels; Training; Discrete Fourier transforms; Reconfigurable intelligent surface (RIS); SNR analysis; channel state information (CSI); correlated Rayleigh channels; CHANNEL ESTIMATION; MASSIVE MIMO;
D O I
10.1109/TWC.2024.3483904
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
In this paper, we derive an exact mean SNR expression for the optimal single user Reconfigurable Intelligent Surface (RIS) design in the presence of imperfect channel state information (CSI). It is assumed that the user (UE)-RIS and UE- base station (BS) channels experience correlated Rayleigh fading and the RIS-BS link is line of sight (LOS). We present simplified versions of the derived mean SNR expression for the correlation extremes (no correlation and full correlation) in the UE-RIS and UE-BS channels. The derived mean SNR expression is then leveraged to analytically characterise the impact of error variances from the channel estimation process on the mean SNR. We show that as the error variances increase, the mean SNR expression reduces to that of a system with randomly selected RIS phases. Consequently, the growth in mean SNR reduces from O(N-2) to O(N). Numerical results validate the analysis.
引用
收藏
页码:19475 / 19488
页数:14
相关论文
共 50 条
  • [31] Long-Term CSI-Based Design for RIS-Aided Multiuser MISO Systems Exploiting Deep Reinforcement Learning
    Ren, Hong
    Pan, Cunhua
    Wang, Liang
    Liu, Wang
    Kou, Zhoubin
    Wang, Kezhi
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (03) : 567 - 571
  • [32] Channel Estimation for RIS-Aided mmWave MIMO Systems
    He, Jiguang
    Leinonen, Markus
    Wymeersch, Henk
    Juntti, Markku
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [33] Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems
    Zhou, Gui
    Pan, Cunhua
    Ren, Hong
    Popovski, Petar
    Swindlehurst, A. Lee
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 1478 - 1492
  • [34] Statistically Optimal Beamforming and Ergodic Capacity for RIS-Aided MISO Systems
    Kota, Kali Krishna
    Manasa, M. S. S.
    Mankar, Praful D.
    Dhillon, Harpreet S.
    IEEE ACCESS, 2024, 12 : 10699 - 10717
  • [35] Number Configuration for RIS-Aided Systems: Opportunities and Challenges
    Xie, Hao
    Li, Dong
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (06): : 6396 - 6417
  • [36] Power Scaling Law Analysis and Phase Shift Optimization of RIS-Aided Massive MIMO Systems With Statistical CSI
    Zhi, Kangda
    Pan, Cunhua
    Ren, Hong
    Wang, Kezhi
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (05) : 3558 - 3574
  • [37] Channel Estimation and Configuration Optimization for Hybrid RIS-Aided MIMO Systems
    Liu, Xinyue
    Xi, Feng
    Chen, Shengyao
    2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA, ICCC, 2024,
  • [38] Multi-User Passive Beamforming in RIS-Aided Communications and Experimental Validations
    Zhou, Zhibo
    Yin, Haifan
    Tan, Li
    Zhang, Ruikun
    Wang, Kai
    Liu, Yingzhuang
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (10) : 6569 - 6582
  • [39] SNR Coverage Probability Analysis of RIS-Aided Communication Systems
    Cui, Zhuangzhuang
    Guan, Ke
    Zhang, Jiayi
    Zhong, Zhangdui
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (04) : 3914 - 3919
  • [40] RIS-Aided Integrated Sensing and Communication Systems: STAR-RIS Versus Passive RIS?
    Saikia, Prajwalita
    Jee, Anand
    Singh, Keshav
    Pan, Cunhua
    Huang, Wan-Jen
    Tsiftsis, Theodoros A.
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 : 7954 - 7973