A novel energy-efficiency framework for UAV-assisted networks using adaptive deep reinforcement learning

Abstract In the air-to-ground transmissions, the lifespan of the network is based on the “unmanned aerial vehicle's (UAV)” life span because of the limited battery capacity. Thus, the enhancement of energy efficiency and the outage of the ground candidate’s minimization are significant factors of th...

Descrición completa

Detalles Bibliográficos

Principais autores:	Koteeswaran Seerangan, Malarvizhi Nandagopal, Tamilmani Govindaraju, Nalini Manogaran, Balamurugan Balusamy, Shitharth Selvarajan
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2024-09-01
Series:	Scientific Reports
Assuntos:	Unmanned aerial vehicles Energy efficiency Deep reinforcement learning Novel loss function Hybrid energy valley and hermit crab
Acceso en liña:	https://doi.org/10.1038/s41598-024-71621-x
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!