Channel Path Loss Prediction Using Satellite Images: A Deep Learning Approach

Channel Path Loss Prediction Using Satellite Images: A Deep Learning Approach

With the advancement of communication technology, there is a higher demand for high-precision and high-generalization channel path loss models as it is fundamental to communication systems. For traditional stochastic and deterministic models, it is difficult to strike a balance between prediction ac...

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Bibliographic Details
Main Authors: Chenlong Wang, Bo Ai, Ruisi He, Mi Yang, Shun Zhou, Long Yu, Yuxin Zhang, Zhicheng Qiu, Zhangdui Zhong, Jianhua Fan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Deep learning
satellite images
channel prediction
path loss
Online Access:https://ieeexplore.ieee.org/document/10663692/
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