GANCE: Generative Adversarial Network Assisted Channel Estimation for Unmanned Aerial Vehicles Empowered 5G and Beyond Wireless Networks
TL;DR
GANCE uses generative adversarial networks to improve channel estimation for UAVs in 5G and beyond networks, enhancing communication reliability. OTFS modulation is highlighted as key for robust UAV applications.
GANCE: Generative Adversarial Network Assisted Channel Estimation for Unmanned Aerial Vehicles Empowered 5G and Beyond Wireless Networks
Chirag Gupta; Ramani Kumar Das; Rabindra K. Barik; Shahazad Niwazi Qurashi; Diptendu Sinha Roy; Satyendra Singh Yadav
https://doi.org/10.1109/ACCESS.2024.3522847
Volume 13
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 pivotal in reliable communication. Orthogonal time frequency space (OTFS) is an innovative modulation...