Author

Adnan Shahid

2 papers indexed here

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#edge computing Preprint Oct 2026

Agentic RF Intelligence: Multi-Timescale 6G Sensing and Reasoning with On-Device Foundation Models

Future 6G systems share a central challenge with Physical AI: combining sensing, reasoning, and action on network-edge infrastructure in rapidly changing physical environments under strict latency, compute, and energy constraints. Addressing this challenge requires multi-timescale intelligence, combining fast perceptio...

Jaron Fontaine, Jelle De Moerloose, Xander Vanparys et al. · 0 citations

Review Aug 2026

Wireless Physical-Layer Foundation Models: Architectures, Learning Paradigms, Applications, and Deployment

Foundation models, i.e., large neural networks pretrained on broad unlabeled data and adapted to many downstream tasks, have reshaped natural language processing and computer vision and are now being explored for the wireless physical layer. Wireless Physical-Layer Foundation Models (WPFMs) aim to learn transferable re...

Mohammad Cheraghinia, Davide Buffelli, Liulian Li et al. · 0 citations