In-Excess Attenuation Detection Using Satellite Link Channel Measurements at Ka- and Q-Bands With Deep-Learning Architectures

Author:

Roumeliotis Anargyros J.1ORCID,Kaselimi Maria2ORCID,Papafragkakis Apostolos Z.1ORCID,Panagopoulos Athanasios D.1ORCID,Doulamis Nikolaos D.2ORCID

Affiliation:

1. School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece

2. School of Rural, Surveying and Geoinformatics Engineering, National Technical University of Athens, Zografou, Greece

Funder

European Space Agency (ESA) Satnex V.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference37 articles.

1. Rainfall prediction: A comparative analysis of modern machine learning algorithms for time-series forecasting

2. Deep transformer models for time series forecasting: The influenza prevalence case;wu;arXiv 2001 08317,2020

3. A Data-Driven Approach for Accurate Rainfall Prediction

4. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017

5. Deep Learning for Rain Fade Prediction in Satellite Communications

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Excess Attenuation Prediction At Q-Band Using Deep Learning for High-Throughput Satellite Systems;IEEE Antennas and Wireless Propagation Letters;2024-09

2. Satellite Channel Excess Attenuation Prediction at Ka Band Using Deep Learning Models and Rainfall Rate Data;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

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