Progressive Channel Estimation and Passive Beamforming for RIS-Assisted OFDM Systems

被引:2
|
作者
Lin, Shaoe [1 ]
Zheng, Beixiong [2 ]
Alexandropoulos, George C. [3 ]
Wen, Miaowen [1 ,4 ]
Chen, Fangjiong [1 ]
机构
[1] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou, Peoples R China
[2] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
[3] Natl & Kapodistrian Univ Athens, Dept Informat & Telecommun, Athens, Greece
[4] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
INTELLIGENT REFLECTING SURFACE; DESIGN;
D O I
10.1109/GLOBECOM42002.2020.9322105
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Reconfigurable intelligent surfaces (RISs) have recently emerged as an innovative technology for improving the energy and/or spectrum efficiency of future wireless communications. In this paper, we propose a transmission protocol for the wideband RIS-assisted single-input multiple-output (SIMO) orthogonal frequency division multiplexing (OFDM) system to execute channel estimation and passive beamforming simultaneously. A new channel estimation method is proposed to progressively resolve the channel state information (CSI) over the training symbols, based on which the passive beamforming at the RIS is optimized to improve the channel gains on the data tones in the remaining training symbols. Based on the incomplete CSI, we formulate an optimization problem to maximize the average achievable rate by designing the passive beamforming at the RIS, which needs to balance the received signal power over different subcarriers and different receive antennas. Moreover, we propose a low-complexity algorithm to lind a high-quality solution for the formulated problem. Simulation results validate the effectiveness of the proposed channel estimation and beamforming optimization methods.
引用
收藏
页数:6
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