RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations

被引:0
|
作者
Sardellitti, Stefania [1 ]
Lorenzo, Paolo Di [1 ]
Barbarossa, Sergio [1 ]
机构
[1] Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun DIET, I-00184 Rome, Italy
基金
欧盟地平线“2020”;
关键词
Location awareness; Fingerprint recognition; Wireless communication; Vectors; Reconfigurable intelligent surfaces; Interpolation; Estimation; Fingerprinting localization; reconfigurable intelligent surfaces; radio map recovery; graph signal processing; RECONFIGURABLE INTELLIGENT SURFACES;
D O I
10.1109/LCOMM.2024.3380741
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The aim of this letter is to propose a novel method for wireless fingerprinting localization empowered by reconfigurable intelligent surfaces (RISs), exploiting the flexibility offered by RIS configuration control, and coping with the possible lack of received signal strength information (RSSI) at certain locations. The proposed approach hinges on a graph-based radio map interpolation method, which encodes similarities between model-generated RSSI, collected across spatial and fingerprints domains through the topology of a multi-layer graph. Numerical results illustrate the advantages of the proposed approach with respect to previous methods, in terms of both radio map recovery and accuracy of wireless localization.
引用
收藏
页码:1043 / 1047
页数:5
相关论文
共 50 条
  • [31] RIS-aided jellyfish search optimization for multiuser wireless networks improvement
    Tarek, Zahraa
    Gafar, Mona
    Sarhan, Shahenda
    Shaheen, Abdullah M.
    Alwakeel, Ahmed S.
    VEHICULAR COMMUNICATIONS, 2025, 51
  • [32] Multiple Anchors and RIS-Aided Localization Method in Complex NLOS Environments
    Wu, Zhenqian
    Li, Youming
    Zhang, Xiaolong
    Meng, Xiangpei
    Lv, Xinrong
    Wu, Yonghong
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (22): : 36922 - 36932
  • [33] RIS-Aided Wireless Indoor Communication: Sum Rate Maximization via RIS Placement Optimization
    Saqib, Najam Us
    Hou, Shumei
    Chae, Sung Ho
    Jeon, Sang-Woon
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 511 - 516
  • [34] Secure Wireless Communication in RIS-Aided MISO System With Hardware Impairments
    Zhou, Gui
    Pan, Cunhua
    Ren, Hong
    Wang, Kezhi
    Peng, Zhangjie
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (06) : 1309 - 1313
  • [35] OTFS Enabled RIS-Aided Localization: Fundamental Limits and Potential Drawbacks
    Emenonye, Don-Roberts
    Pradhan, Anish
    Dhillon, Harpreet S.
    Buehrer, R. Michael
    2023 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM, PLANS, 2023, : 344 - 353
  • [36] Adaptive Beamforming Design for mmWave RIS-Aided Joint Localization and Communication
    He, Jiguang
    Wymeersch, Henk
    Sanguanpuak, Tachporn
    Silven, Olli
    Juntti, Markku
    2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW), 2020,
  • [37] Limitations of RIS-Aided Localization: Inspecting the Relationships between Channel Parameters
    Emenonye, Don-Roberts
    Dhillon, Harpreet S.
    Buehrer, R. Michael
    2023 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS, 2023, : 1890 - 1895
  • [38] RIS-Aided Mobile Localization Error Bounds Under Hardware Impairments
    Ghaseminajm, Fariba
    Alsmadi, Malek
    Tubail, Deeb
    Ikki, Salama S.
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (12) : 8331 - 8341
  • [39] Compressive Near-Field Localization for Multipath RIS-Aided Environments
    Rinchi, Omar
    Elzanaty, Ahmed
    Alouini, Mohamed-Slim
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (06) : 1268 - 1272
  • [40] RIS-Aided User Localization Design with Multiple Signal Classification based Orthogonal Subspace Projection
    Meng, Wanning
    Dong, Zheng
    Zhou, Yong
    Li, Lei
    Liu, Zhi
    2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2024-SPRING, 2024,