Dynamic electromagnetic spectrum access through an action-specific deep recurrent Q-network

The new generation of wireless networks shall adapt to growth in mobile data traffic and support the increasingly high demand for data in wireless devices. This increase would create a spectrum occupancy saturation in a few years due to the implementation of emerging technologies like 5G/6G. Recentl...

• Hovedforfatter: Lomas Olale, Mateo Sebastián (author)
• Format: bachelorThesis
• Sprog: eng
• Udgivet: 2023
• Fag: Aprendizaje profundo; Optimización de espectro; Deep learning; Spectrum optimization; Dynamic spectrum access; Wireless communications
• Online adgang: http://repositorio.yachaytech.edu.ec/handle/123456789/631