Intelligent Spectral Efficient Communications Underlay 6G VHetnets

Abstract

Sixth-generation (6G) wireless networks are designed to deliver superior performance by enhancing spectral efficiency and minimizing latency. It enables next-generation applications such as virtual reality, autonomous transportation, and the Internet of Things (IoT). To achieve this, 6G integrates multiple advanced technologies, including satellite systems, unmanned aerial vehicles (UAVs), and stratospheric platforms, forming vertical heterogeneous networks (VHetNets). Despite these advancements, challenges persist in resource allocation, interference control, and capacity optimization. This paper proposes an intelligent spectral efficiency algorithm tailored for 6G VHetNets to enhance network resilience and high-speed connectivity. Simulation results indicate that the proposed approach not only improves overall network capacity but also ensures low computational complexity and rapid convergence.