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
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