ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller

no code implementations • 14 Apr 2024 • Merim Dzaferagic, Bruno Missi Xavier, Diarmuid Collins, Vince D'Onofrio, Magnos Martinello, Marco Ruffini

We propose a Long-Short Term Memory Machine Learning approach that takes standard Radio Access Network measurements to predict handover events.

A Robust ADMM-Based Optimization Algorithm For Underwater Acoustic Channel Estimation

no code implementations • 23 Aug 2023 • Tian Tian, Agastya Raj, Bruno Missi Xavier, Ying Zhang, Feiyun Wu, Kunde Yang

Accurate estimation of the Underwater acoustic (UWA) is a key part of underwater communications, especially for coherent systems.