数据采集与处理2024,Vol.39Issue(4) :886-897.DOI:10.16337/j.1004-9037.2024.04.009

基于生成对抗网络的天线三维方向图室外测量方法

An Outdoor Measurement Method for Antenna Three-Dimensional Pattern Based on Generative Adversarial Networks

兰天旭 朱秋明 白云鹏 林志鹏 吴启晖 段洪涛 吕冰
数据采集与处理2024,Vol.39Issue(4) :886-897.DOI:10.16337/j.1004-9037.2024.04.009

基于生成对抗网络的天线三维方向图室外测量方法

An Outdoor Measurement Method for Antenna Three-Dimensional Pattern Based on Generative Adversarial Networks

兰天旭 1朱秋明 1白云鹏 1林志鹏 1吴启晖 1段洪涛 2吕冰2
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作者信息

  • 1. 南京航空航天大学电磁频谱空间认知动态系统工业与信息化部重点实验室,南京 211106
  • 2. 国家无线电监测中心,北京 100037
  • 折叠

摘要

天线方向图测量是天线测量的重要内容.针对天线方向图室外测量困难的问题,提出了一种基于生成对抗网络的天线三维方向图室外测量方案.该方案利用无人机对天线方向图数据进行采集,对采集的数据进行修正,获得待测天线和接收天线极化匹配时的直射径数据,最后利用训练好的生成对抗网络重构出天线的三维方向图.仿真结果表明,本方案可以高效、高精度地完成天线三维方向图的测量,具有一定的实用价值.

Abstract

Antenna pattern measurement is an important part of antenna measurement.Addressing the difficulty of outdoor measurement of antenna pattern,this paper presents an outdoor measurement scheme for antenna three-dimensional pattern based on the generative adversarial network.An unmanned aerial vehicle(UAV)is used to collect the antenna pattern data,modify the collected data,and obtain the direct path data when the receiving antennas match with the polarization of the antenna to be measured.Finally,the three-dimensional pattern of the antenna is reconstructed by using the trained generative adversarial network.Simulation results show that the proposed scheme can complete the measurement of antenna three-dimensional pattern efficiently and accurately,showing practical value.

关键词

天线方向图/无人机/生成对抗网络/射线追踪/误差修正

Key words

antenna pattern/unmanned aerial vehicle(UAV)/generative confrontation network/ray tracing/error correction

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出版年

2024
数据采集与处理
中国电子学会 中国仪器仪表学会信号处理学会 中国仪器仪表学会中国物理学会微弱信号检测学会 南京航空航天大学

数据采集与处理

CSTPCDCSCD北大核心
影响因子:0.679
ISSN:1004-9037
参考文献量30
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