Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint

被引:45
作者
Ma, Siqi [1 ,2 ]
Shen, Wenqian [1 ]
An, Jianping [1 ]
Hanzo, Lajos [3 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[2] Xian Univ Posts & Telecommun, Shaanxi Key Lab Informat Commun Network & Secur, Xian 710121, Peoples R China
[3] Univ Southampton, Dept Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金; 欧洲研究理事会;
关键词
Channel estimation; Wideband; Matching pursuit algorithms; Estimation; Frequency estimation; Delays; Correlation; Wideband channel estimation; intelligent reflecting surface (IRS); reconfigurable intelligent surface (RIS); beam squint; INTELLIGENT REFLECTING SURFACE; MIMO SYSTEMS; OPTIMIZATION; DESIGN;
D O I
10.1109/TWC.2021.3072694
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
Intelligent reflecting surfaces (IRSs) improve both the bandwidth and energy efficiency of wideband communication systems by using low-cost passive elements for reflecting the impinging signals with adjustable phase shifts. To realize the full potential of IRS-aided systems, having accurate channel state information (CSI) is indispensable, but it is challenging to acquire, since these passive devices cannot carry out transmit/receive signal processing. The existing channel estimation methods conceived for wideband IRS-aided communication systems only consider the channel's frequency selectivity, but ignore the effect of beam squint, despite its severe performance degradation. Hence we fill this gap and conceive wideband channel estimation for IRS-aided communication systems by explicitly taking the effect of beam squint into consideration. We demonstrate that the mutual correlation function between the spatial steering vectors and the cascaded two-hop channel reflected by the IRS has two peaks, which leads to a pair of estimated angles for a single propagation path, due to the effect of beam squint. One of these two estimated angles is the frequency-independent 'actual angle', while the other one is the frequency-dependent 'false angle'. To reduce the influence of false angles on channel estimation, we propose a twin-stage orthogonal matching pursuit (TS-OMP) algorithm, where the path angles of the cascaded two-hop channel reflected by the IRS are obtained in the first stage, while the propagation gains and delays are obtained in the second stage. Moreover, we propose a bespoke pilot design by exploiting the specific the characteristics of the mutual correlation function and cross-entropy theory for achieving an improved channel estimation performance. Our simulation results demonstrate the superiority of the proposed channel estimation algorithm and pilot design over their conventional counterparts.
引用
收藏
页码:6240 / 6253
页数:14
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