GANCE: Generative Adversarial Network Assisted Channel Estimation for Unmanned Aerial Vehicles Empowered 5G and Beyond Wireless Networks

GANCE: Generative Adversarial Network Assisted Channel Estimation for Unmanned Aerial Vehicles Empowered 5G and Beyond Wireless Networks

Unmanned aerial vehicles (UAVs) have discovered a plethora of societal applications such as remote sensing, disaster management, medical emergency, security and surveillance, etc. UAVs require fast and reliable communication lines, and selecting the appropriate channel estimation (CE) technique is p...

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Bibliographic Details
Main Authors: Chirag Gupta, Ramani Kumar Das, Rabindra K. Barik, Shahazad Niwazi Qurashi, Diptendu Sinha Roy, Satyendra Singh Yadav
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Unmanned aerial vehicles
channel estimation
orthogonal time-frequency space
generative adversarial network
U-Net
deep learning
Online Access:https://ieeexplore.ieee.org/document/10815946/
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