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SkyCharge: Deploying Unmanned Aerial Vehicles for Dynamic Load Optimization in Solar Small Cell 5G Networks [article]

Daksh Dave, Vinay Chamola, Sandeep Joshi, Sherali Zeadally
2024 arXiv   pre-print
The proposed hybrid drone-based framework integrates long short-term memory with unique cost functions using an evolutionary neural network for drones and BSs and efficiently manages energy and load redistribution  ...  In this work, we propose a novel user load transfer approach using airborne base stations (BS) mounted on drones for reliable and secure power redistribution across the micro-grid network comprising green  ...  We proposed a hybrid drone-based framework leveraging UAVs, LSTM models, and genetic algorithms for energy and load management in 5G networks.  ... 
arXiv:2311.12944v3 fatcat:uopleql4gfa2bomy4bktxxflfy