4 papers
Learning When to Listen: Physics-Informed Synchronization in Molecular Channels
Osman Tugay Basaran, Saswati Pal, Falko Dressler +1
Recent advances in chemical computing create new opportunities to realize biocompatible communication devices for application in precision medicine. Implanted microscopic transmitt…
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks
Osman Tugay Basaran, Martin Maier, Falko Dressler
Future sixth-generation (6G) mobile networks will demand artificial intelligence (AI) agents that are not only autonomous and efficient, but also capable of real-time adaptation in…
XAI-on-RAN: Explainable, AI-native, and GPU-Accelerated RAN Towards 6G
Osman Tugay Basaran, Falko Dressler
Artificial intelligence (AI)-native radio access networks (RANs) will serve vertical industries with stringent requirements: smart grids, autonomous vehicles, remote healthcare, in…
XAInomaly: Explainable and Interpretable Deep Contractive Autoencoder for O-RAN Traffic Anomaly Detection
Osman Tugay Basaran, Falko Dressler
Generative Artificial Intelligence (AI) techniques have become integral part in advancing next generation wireless communication systems by enabling sophisticated data modeling and…