6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …

With the exponential growth of mobile users, ensuring high-quality network coverage has
become paramount. Large-scale mobile networks consist of numerous base stations (BSs) …

The consideration of millimeter wave (mmWave) bands and ultra-dense deployment have
emerged as essential enabling solutions in Fifth Generation (5G) networks. However, these …

Modern mobile networks exhibit a complex heterogeneous structure. To enhance the Quality
of Service (QoS) in these networks, intelligent control mechanisms should be implemented …

Abstract 3GPP is working on technology improvements related to sixth-generation (6G)
wireless communication networks to keep pace. 6G networks are being developed as the …

Heterogeneous networks (HetNets) which can satisfy the diverse requirements of future
terminal tasks through providing different network access services for terminals, have …

In disaster-stricken areas, rapid restoration of communication infrastructure is critical to
ensuring effective emergency response and recovery. Swarm UAVs, operating as mobile …

The commercialization of 5th generation (5G) technology began in several countries in
2020. However, it takes time to transition to a 5G network. 5G brings new techniques such as …

In disaster-stricken areas, rapid restoration of communication infrastructure is critical to
ensuring effective emergency response and recovery. Swarm UAVs, operating as mobile …

TinyML (Tiny Machine Learning) is a rapidly evolving field with applications in wireless
communication and edge intelligence. This thesis investigates integrating machine learning …