Reconfigurable Holographic Surface Aided Wireless Simultaneous Localization and Mapping

被引:0
|
作者
Zhang, Haobo [1 ]
Yang, Ziang [1 ]
Zhang, Hongliang [1 ]
Di, Boya [1 ]
Song, Lingyang [1 ,2 ]
机构
[1] Peking Univ, Sch Elect, Beijing, Peoples R China
[2] Peking Univ, Shenzhen Grad Sch, Sch Elect & Comp Engn, Shenzhen, Peoples R China
基金
美国国家科学基金会; 北京市自然科学基金;
关键词
Simultaneous localization and mapping; reconfigurable holographic surface; point cloud;
D O I
10.1109/WCNC57260.2024.10570732
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
As a crucial facilitator of future autonomous driving applications, wireless simultaneous localization and mapping (SLAM) has drawn growing attention recently. However, the accuracy of existing wireless SLAM schemes is limited because the antenna gain is constrained given the cost budget due to the expensive hardware components such as phase arrays. To address this issue, we propose a reconfigurable holographic surface (RHS)-aided SLAM system in this paper. The RHS is a novel type of low-cost antenna that can cut down the hardware cost by replacing phased arrays in conventional SLAM systems. However, compared with a phased array where the phase shifts of parallel-fed signals are adjusted, the RHS exhibits a different radiation model because its amplitude-controlled radiation elements are series-fed by surface waves, implying that traditional schemes cannot be applied directly. To address this challenge, we propose an RHS-aided beam steering method for sensing the surrounding environment and design the corresponding SLAM algorithm. Simulation results show that the proposed scheme can achieve more than there times the localization accuracy that traditional wireless SLAM with the same cost achieves.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems
    Teng, Boyu
    Yuan, Xiaojun
    Wang, Rui
    Jin, Shi
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 16 (05) : 1040 - 1054
  • [32] Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer
    Yang, Huiyuan
    Yuan, Xiaojun
    Fang, Jun
    Liang, Ying-Chang
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 1347 - 1361
  • [33] Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network
    Wu, Qingqing
    Zhang, Rui
    IEEE COMMUNICATIONS MAGAZINE, 2020, 58 (01) : 106 - 112
  • [34] Uplink Multiple Access for Reconfigurable Intelligent Surface-Aided Wireless Systems
    Nguyen, Nhan Duc
    Le, Chi-Bao
    Munochiveyi, Munyaradzi
    Wireless Communications and Mobile Computing, 2022, 2022
  • [35] Capacity Enhancement for Irregular Reconfigurable Intelligent Surface-Aided Wireless Communications
    Su, Ruochen
    Dai, Linglong
    Tan, Jingbo
    Hao, Mo
    MacKenzie, Richard
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [36] Dimension Reduced Channel Feedback for Reconfigurable Intelligent Surface Aided Wireless Communications
    Shen, Decai
    Dai, Linglong
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (11) : 7748 - 7760
  • [37] RECONFIGURABLE HOLOGRAPHIC SURFACES FOR FUTURE WIRELESS COMMUNICATIONS
    Deng, Ruoqi
    Di, Boya
    Zhang, Hongliang
    Niyato, Dusit
    Han, Zhu
    Poor, H. Vincent
    Song, Lingyang
    IEEE WIRELESS COMMUNICATIONS, 2021, 28 (06) : 126 - 131
  • [38] Holographic Localization With Synthetic Reconfigurable Intelligent Surfaces
    Wang, Ziyi
    Liu, Zhenyu
    Shen, Yuan
    Conti, Andrea
    Win, Moe Z.
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2024, 18 (04) : 603 - 618
  • [39] Data Association for Simultaneous Localization and Mapping in Robotic Wireless Sensor Networks
    Wong, Rex
    Xiao, Jizhong
    Joseph, Samleo L.
    Shan, Zeyong
    2010 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2010,
  • [40] Segmentation Point Simultaneous Localization and Mapping: A Stereo Vision Simultaneous Localization and Mapping Method for Unmanned Surface Vehicles in Nearshore Environments
    Gao, Xiujing
    Lin, Xinzhi
    Lin, Fanchao
    Huang, Hongwu
    ELECTRONICS, 2024, 13 (16)