Near-Field-Based 5G Sub-6 GHz Array Antenna Diagnosis Using Transfer Learning

Near-Field-Based 5G Sub-6 GHz Array Antenna Diagnosis Using Transfer Learning

In this paper, we propose a method for near-field-based 5G sub 6-GHz array antenna diagnosis using transfer learning. A classification network was implemented for normal/abnormal operation of the array antenna and the failure of a specific port. Furthermore, a regression network that could predict t...

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Détails bibliographiques
Auteurs principaux: Hong Jun Lim, Dong Hwan Lee, Hark Byeong Park, Keum Cheol Hwang
Format: article
Langue:EN
Publié: MDPI AG 2021
Sujets:
near-field measurement
machine learning
transfer learning
array antenna diagnosis
5G sub 6-GHz
Technology
T
Engineering (General). Civil engineering (General)
TA1-2040
Biology (General)
QH301-705.5
Physics
QC1-999
Chemistry
QD1-999
Accès en ligne:https://doaj.org/article/88a58fa3ff924a7684e5fdd37d5c8c7d
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https://doaj.org/article/88a58fa3ff924a7684e5fdd37d5c8c7d

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