IEEE

Graph Neural Network With Soft Actor-Critic and Attention based Large Model for Intelligent Edge Routing in Consumer Internet of Things

Abstract: With the rapid advancement of 5G and AI, numerous Consumer Internet of Things (CIoT) applications have emerged, enhancing everyday life. However, the increasing connection of these ...
IEEE

PF-DTN: Predictive Routing for Intelligent Delay Tolerant Networks Using RNN-LSTM Deep Learning With Monte Carlo Dropout Uncertainty Estimation and Hybrid Deterministic ...

Abstract: Delay tolerant networks (DTN/s) represent an evolution of traditional ad hoc networks, specifically designed for extreme environments characterized by intermittent connectivity, ...