Elaine Wong

Novel Concept Drift Detection and Adaptation (CDDA) Framework for Human-to-Machine (H2M) Applications over Future Communication Networks

2024

Machine learning (ML)-enhanced future communication networks are able to advance human-to-machine (H2M) applications by intelligent bandwidth prediction techniques to achieve bandwidth pre-allocation. Existing methods of H2M bandwidth prediction typically assume the stationary data stream over …