NextG Wireless Network

NextG wireless networks aim to significantly enhance data rates and connectivity, driving research into efficient resource management and advanced AI integration. Current research focuses on applying machine learning, particularly graph neural networks and generative adversarial networks, to optimize various aspects, including spectrum allocation, anomaly detection, and security against attacks within federated learning frameworks. These advancements are crucial for enabling the reliable and secure operation of future wireless systems supporting demanding applications like the tactile internet and the Internet of Things.