Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis

波束赋形 电信线路 频道(广播) 基站 冗余(工程) 计算机科学 信道状态信息 架空(工程) 算法 计算机网络 电信 实时计算 无线 操作系统
作者
Zhaorui Wang,Liang Liu,Shuguang Cui
出处
期刊:IEEE Transactions on Wireless Communications [Institute of Electrical and Electronics Engineers]
卷期号:19 (10): 6607-6620 被引量:862
标识
DOI:10.1109/twc.2020.3004330
摘要

In intelligent reflecting surface (IRS) assisted communication systems, the acquisition of channel state information is a crucial impediment for achieving the beamforming gain of IRS because of the considerable overhead required for channel estimation. Specifically, under the current beamforming design for IRS-assisted communications, in total KMN+KM channel coefficients should be estimated, where K, N and M denote the numbers of users, IRS reflecting elements, and antennas at the base station (BS), respectively. For the first time in the literature, this paper points out that despite the vast number of channel coefficients that should be estimated, significant redundancy exists in the user-IRS-BS reflected channels of different users arising from the fact that each IRS element reflects the signals from all the users to the BS via the same channel. To utilize this redundancy for reducing the channel estimation time, we propose a novel three-phase pilot-based channel estimation framework for IRS-assisted uplink multiuser communications, in which the userBS direct channels and the user-IRS-BS reflected channels of a typical user are estimated in Phase I and Phase II, respectively, while the user-IRS-BS reflected channels of the other users are estimated with low overhead in Phase III via leveraging their strong correlation with those of the typical user. Under this framework, we analytically prove that a time duration consisting of K + N + max(K - 1, [(K - 1)N/M]) pilot symbols is sufficient for perfectly recovering all the KMN + KM channel coefficients under the case without receiver noise at the BS. Further, under the case with receiver noise, the user pilot sequences, IRS reflecting coefficients, and BS linear minimum mean-squared error channel estimators are characterized in closed-form.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
激情的依凝完成签到,获得积分10
刚刚
小象腿完成签到,获得积分10
刚刚
科研通AI6.2应助BEGIN采纳,获得10
1秒前
1秒前
2秒前
2秒前
Horizon发布了新的文献求助10
3秒前
3秒前
希望天下0贩的0应助Vicente采纳,获得10
4秒前
虚拟的柠檬完成签到,获得积分0
4秒前
蝶蝶完成签到,获得积分20
4秒前
4秒前
4秒前
NGNL_Kirito发布了新的文献求助10
5秒前
一颗大白菜完成签到,获得积分10
6秒前
7秒前
7秒前
清脆的友瑶完成签到,获得积分20
8秒前
8秒前
浮云客发布了新的文献求助10
9秒前
yhh发布了新的文献求助10
9秒前
蔡小鸡发布了新的文献求助10
9秒前
小小莫发布了新的文献求助10
10秒前
1903完成签到 ,获得积分10
10秒前
12秒前
酷波er应助无私的元霜采纳,获得10
12秒前
12秒前
12秒前
13秒前
fuxu应助江畔听风采纳,获得10
13秒前
冰可乐发布了新的文献求助10
14秒前
14秒前
Zroo完成签到,获得积分10
14秒前
桉_发布了新的文献求助10
15秒前
15秒前
hata发布了新的文献求助10
15秒前
molihuakai应助默默采纳,获得10
16秒前
认真元灵发布了新的文献求助10
16秒前
风中的仙人掌完成签到 ,获得积分10
16秒前
16秒前
高分求助中
Les chinois de jakarta: temples et vie collective 1000
Autoparametric Resonance in Mechanical Systems 1000
Social Psychology 800
基于锂离子电池正极材料回收的绿色溶剂开发及工程化应用研究 800
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7648948
求助须知:如何正确求助?哪些是违规求助? 9221502
关于积分的说明 19795363
捐赠科研通 7214802
什么是DOI,文献DOI怎么找? 3278003
关于科研通互助平台的介绍 2438978
邀请新用户注册赠送积分活动 2276350