Séminaire

Adaptive and Scalable Cluster Head Management for mMTC using Sampling-Based Agglomerative Clustering and Localized Reclustering

Orateur : Clement Dutriez
05 December 2025 à 16:39 ; lieu : Salle de séminaire 4B125 (bâtiment Copernic)

We present a lightweight and adaptive clustering framework for large-scale mMTC scenarios in 5G/6G networks. The approach combines low-complexity initial cluster formation, a drift-aware reclustering mechanism that reacts to spatial changes, and dynamic Cluster Head (CH) reelection based on residual energy, load, or time. A dedicated mobility handler ensures stable connectivity for moving nodes. Implemented in OMNeT++, the framework achieves significant improvements in execution time, network lifetime, delay, and energy efficiency compared to recent state-of-the-art protocols, making it highly suitable for scalable and resilient next-generation IoT deployments.

Localisation

Salle de séminaire 4B125 (bâtiment Copernic)

5 Boulevard Descartes 77420 Champs-sur-Marne