no code implementations • 20 Mar 2025 • Gabriel Martins de Jesus, Felippe Moraes Pereira, João Luiz Rebelatto, Richard Demo Souza, Onel Alcaraz López
The latter two algorithms are newly proposed to let relays decide which one(s) will transmit in a given time slot, requiring less signaling than the former algorithms.
no code implementations • 4 Oct 2024 • Jamil de Araujo Farhat, Jean Michel de Souza Sant'Ana, João Luiz Rebelatto, Nurul Huda Mahmood, Gianni Pasolini, Richard Demo Souza
We evaluate the performance of the LoRaWAN Long-Range Frequency Hopping Spread Spectrum (LR-FHSS) technique using a device-level probabilistic strategy for code rate and header replica allocation.
no code implementations • 4 Oct 2024 • Felippe Moraes Pereira, Jamil de Araujo Farhat, João Luiz Rebelatto, Glauber Brante, Richard Demo Souza
In this paper, we investigate the age-of-information (AoI) of a power domain non-orthogonal multiple access (NOMA) network, where multiple internet-of-things (IoT) devices transmit to a common gateway in a grant-free random fashion.
no code implementations • 4 Sep 2024 • Felipe Augusto Tondo, Jean Michel de Souza Sant'Ana, Samuel Montejo-Sánchez, Onel Luis Alcaraz López, Sandra Céspedes, Richard Demo Souza
Comparing FTP and CTP with regular ALOHA for 100 (600) devices, we find goodput improvements of 65% (29%) and 52% (101%), respectively.
no code implementations • 15 Aug 2024 • Eduardo Noboro Tominaga, Onel Luis Alcaraz López, Tommy Svensson, Richard Demo Souza, Hirley Alves
We also analyze the performance of a system in which the array is able to both move and rotate.
no code implementations • 27 Jun 2024 • Eduardo Noboro Tominaga, Onel Luis Alcaraz López, Tommy Svensson, Richard Demo Souza, Hirley Alves
Nevertheless, current 5G networks cannot fully meet the very stringent requirements regarding latency, reliability, and number of connected devices of most MTC use cases.
no code implementations • 12 Sep 2023 • Rafael Valente da Silva, Onel L. Alcaraz López, Richard Demo Souza
Distributed learning on edge devices has attracted increased attention with the advent of federated learning (FL).
no code implementations • 4 Apr 2023 • David E. Ruiz-Guirola, Onel L. A. Lopez, Samuel Montejo-Sanchez, Richard Demo Souza, Mehdi Bennis
Herein, we assess the performance of several machine learning (ML) methods to predict Poisson and quasi-periodic MTC traffic in terms of accuracy and computational cost.
no code implementations • 13 Jun 2022 • David E. Ruíz-Guirola, Carlos A. Rodríguez-López, Samuel Montejo-Sánchez, Richard Demo Souza, Onel L. A. López, Hirley Alves
Reducing energy consumption is a pressing issue in low-power machine-type communication (MTC) networks.
no code implementations • 2 May 2022 • Eduardo Noboro Tominaga, Onel Luiz Alcaraz López, Richard Demo Souza, Hirley Alves
The Fifth Generation (5G) of wireless networks introduced native support for Machine-Type Communication (MTC), which is a key enabler for the Internet of Things (IoT) revolution.
no code implementations • 13 Jan 2021 • Eduardo Noboro Tominaga, Hirley Alves, Onel Luiz Alcaraz López, Richard Demo Souza, João Luiz Rebelatto, Matti Latva-aho
In this work we study the coexistence in the same Radio Access Network (RAN) of two generic services present in the Fifth Generation (5G) of wireless communication systems: enhanced Mobile BroadBand (eMBB) and massive Machine-Type Communications (mMTC).
no code implementations • 12 Jan 2021 • Eduardo Noboro Tominaga, Hirley Alves, Richard Demo Souza, João Luiz Rebelatto, Matti Latva-aho
The diverse requirements of these services in terms of data-rates, number of connected devices, latency and reliability can lead to a sub-optimal use of the 5G network, thus network slicing is proposed as a solution that creates customized slices of the network specifically designed to meet the requirements of each service.
1 code implementation • 9 Jan 2020 • Jean Michel de Souza Sant'Ana, Arliones Hoeller, Richard Demo Souza, Samuel Montejo-Sánchez, Hirley Alves, Mario de Noronha Neto
Low Power Wide Area Networks (LPWAN) are wireless connectivity solutions for Internet-of-Things (IoT) applications, including industrial automation.
Networking and Internet Architecture Signal Processing