Study On Optical Communications, Volume. 49, Issue 6, 72(2023)

Beam Selection Algorithm in Millimeter Wave based on GCNet

Yu-ze LI* and Xin-an LI
Figures & Tables(8)
The scheme of data preprocess
The diagram of Neural network structure block
The block diagram of GCNet
The comparison of Top-k accuracy A(k)
The comparison of Top-k throughput T(k)
The comparison of algorithm convergence
  • Table 1. Dataset parameters

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    Table 1. Dataset parameters

    参数
    载波频率/GHZ60
    基站发射功率/dBm0
    基站天线高度/m4
    波束数量100
    雷达模型Velodyne HDL-64E2
    雷达扫描距离/m120
  • Table 2. Running time comparison

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    Table 2. Running time comparison

    方案时间/μs
    GCNet2.842
    文献[10]2.760
    文献[8-9]2.584
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Yu-ze LI, Xin-an LI. Beam Selection Algorithm in Millimeter Wave based on GCNet[J]. Study On Optical Communications, 2023, 49(6): 72

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Paper Information

Category: Research Articles

Received: Sep. 8, 2022

Accepted: --

Published Online: Jan. 4, 2024

The Author Email: LI Yu-ze (975120972@qq.com)

DOI:10.13756/j.gtxyj.2023.06.009

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