LSTM-ACB-Based RA for IoT Mixed Traffic

no code implementations • 2 Mar 2023 • Herman L. dos Santos, José Carlos Marinello, Cristiano Magalhaes Panazio, Taufik Abrão

A novel random access (RA) scheme for mixed URLLC-mMTC traffic scenario is proposed using realistic statistical models, with the use mode presenting long-term traffic regularity.

LSTM-ACB-Based Random Access for Mixed Traffic IoT Networks

no code implementations • 2 Mar 2023 • Herman L. dos Santos, João H. I. Souza, José Carlos Marinello, Taufik Abrão

We propose a novel random access (RA) protocol that accounts for the network traffic in mixed URLLC-mMTC scenarios.

Traffic Prediction

Antenna Selection for Improving Energy Efficiency in XL-MIMO Systems

no code implementations • 5 Sep 2020 • José Carlos Marinello, Taufik Abrão, Abolfazl Amiri, Elisabeth de Carvalho, Petar Popovski

We consider the recently proposed extra-large scale massive multiple-input multiple-output (XL-MIMO) systems, with some hundreds of antennas serving a smaller number of users.

Total Energy