Direct Tensor-Based Estimation of Broadband mmWave Channels With RIS

被引:4
|
作者
Mo, Linlin [1 ]
Saggese, Fabio [2 ]
Lu, Xinhua [3 ]
Wang, Zhongyong [1 ]
Popovski, Petar [2 ]
机构
[1] Zhengzhou Univ, Sch Elect & Informat Engn, Zhengzhou 450001, Peoples R China
[2] Aalborg Univ, Dept Elect Syst, DK-9220 Aalborg, Denmark
[3] Nanyang Inst Technol, Coll Informat Engn, Nanyang 473000, Peoples R China
基金
欧盟地平线“2020”;
关键词
Broadband millimeter-wave; channel estimation; reconfigurable intelligent surface; message passing;
D O I
10.1109/LCOMM.2023.3270513
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
We address the channel estimation problem in millimeter-wave (mmWave) systems aided by reconfigurable intelligent surface (RIS) and propose a peak detection-message passing (PDMP) algorithm. The angle and delay parameters of the channel are estimated from the multi-dimensional structure of the received tensor by exploiting the properties of the array steering vector (ASV). The channel gain is further estimated by employing the message passing method. The numerical results illustrate the efficiency of the proposed estimation method, especially in the low signal-to-noise ratio (SNR) regime.
引用
收藏
页码:1849 / 1853
页数:5
相关论文
共 50 条
  • [21] Tensor-Based Sparsity Order Estimation for Big Data Applications
    Liu, Kefei
    Roemer, Florian
    da Costa, Joao Paulo C. L.
    Xiong, Jie
    Yan, Yi-Sheng
    Wang, Wen-Qin
    Del Galdo, Giovanni
    2017 25TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2017, : 648 - 652
  • [22] Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems
    Du, Jianhe
    Cheng, Yuan
    Jin, Libiao
    Li, Shufeng
    Gao, Feifei
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2024, 72 : 1141 - 1157
  • [23] Tensor-based projection depth
    Hu, Yonggang
    Wang, Yong
    Wu, Yi
    BERNOULLI, 2011, 17 (04) : 1386 - 1399
  • [24] A novel approach of tensor-based data missing estimation for Internet of Vehicles
    Zhang, Ting
    Zhang, Degan
    Gao, Jinxin
    Chen, Jie
    Jiang, Kaiwen
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2020, 33 (11)
  • [25] Tensor-Based Channel Estimation for Massive MIMO-OFDM Systems
    Araujo, Daniel Costa
    De Almeida, Andre L. F.
    Da Costa, Joao P. C. L.
    De Sousa Jr, Rafael T.
    IEEE ACCESS, 2019, 7 : 42133 - 42147
  • [26] Tensor-based direction of arrival estimation with array virtual translation technique
    Zheng, Guimei
    Peng, Jiaqiang
    Wang, Hongzhen
    Song, Yuwei
    IET SIGNAL PROCESSING, 2022, 16 (05) : 575 - 587
  • [27] Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation
    Szwabe, Andrzej
    Misiorek, Pawel
    Ciesielczyk, Michal
    BEYOND DATABASES, ARCHITECTURES AND STRUCTURES: TOWARDS EFFICIENT SOLUTIONS FOR DATA ANALYSIS AND KNOWLEDGE REPRESENTATION, 2017, 716 : 16 - 27
  • [28] Motion field discontinuity classification for tensor-based optical flow estimation
    Wang, HY
    Ma, KK
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING SIGNAL, PROCESSING EDUCATION, 2003, : 665 - 668
  • [29] Structure tensor-based motion field classification and optical flow estimation
    Wang, HY
    Ma, KK
    ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 66 - 70
  • [30] Hemolysis estimation in a centrifugal blood pump using a tensor-based measure
    Arora, Dhruv
    Behr, Marek
    Pasquali, Matteo
    ARTIFICIAL ORGANS, 2006, 30 (07) : 539 - 547