Cellular Network

Cellular networks are the backbone of modern communication, with research focused on improving their reliability, security, and efficiency. Current efforts utilize machine learning, particularly deep learning models like convolutional LSTMs, graph neural networks, and reinforcement learning algorithms, to optimize resource allocation, predict network performance, detect anomalies, and enhance security. These advancements aim to improve network management, enhance user experience, and enable new applications like extended reality and autonomous vehicles, impacting both the scientific understanding of complex systems and the practical deployment of next-generation cellular technologies.