Direct Equalization with Convolutional Neural Networks in OFDM based VLC Systems. - Wesley S. Costa; Jorge Leonid Aching Samatelo; Helder R. O. Rocha; Marcelo E. V. Segatto; Jair A. L. Silva (LATINCOM, 2019)

Sensor Allocation in a Hybrid Star-Mesh IoT Network using Genetic Algorithm and K-Medoids. - Willian G. V. dos Santos; Wesley S. Costa; Menno Jan Faber; Jair A. L. Silva; Helder R. O. Rocha; Marcelo E. V. Segatto (LATINCOM, 2019)

Closed-Form Expression for BER of CE-OFDM in Optical Intensity-Modulated Direct-Detection Systems. - Vinícius Oliari; Caio Santos; Pablo Marciano; Helder R. O. Rocha; Marcelo E. V. Segatto; Jair A. L. Silva (IEEE Commun. Lett., 2019)

Optimizing Linearity and Sensitivity of 3D-Printed Diaphragms With Chirped FBGs in CYTOP Fibers. - Arnaldo G. Leal-Junior; Helder R. O. Rocha; Antreas Theodosiou; Anselmo Frizera; Carlos Marques 001; Kyriacos Kalli; Moisés R. N. Ribeiro (IEEE Access, 2020)

Power-efficient and interference-free link scheduling algorithms for connected wireless sensor networks. - Renato Elias Nunes de Moraes; Welber W. F. dos Reis; Helder R. O. Rocha; Daniel J. C. Coura (Wirel. Networks, 2020)

A Manchester-OOK Visible Light Communication System for Patient Monitoring in Intensive Care Units. - Klaas Minne Van Der Zwaag; Marianne Pontara Marinho; Wesley Da Silva Costa; Francisco De Assis Souza Dos Santos; Teodiano Freire Bastos-Filho; Helder R. O. Rocha; Marcelo E. V. Segatto; Jair A. L. Silva (IEEE Access, 2021)

Time-domain uplink synchronization method for a spectral efficient OFDMA-based PON. - Reginaldo B. Nunes; Diogo V. N. Coelho; Gianni L. S. Oliveira; Helder R. O. Rocha; Jair A. L. Silva; Marcelo E. V. Segatto (JOCN, 2021)

An Optimized Self-Compensated Solution for Temperature and Strain Cross-Sensitivity in FBG Interrogators Based on Edge Filter. - Mariana L. Silveira; Helder R. O. Rocha; Paulo Fernando da Costa Antunes; Paulo Sérgio de Brito André; Marcelo E. V. Segatto; Anselmo Frizera; Camilo A. R. Díaz (Sensors, 2021)

Towards AI-enhanced VLC Systems. - Wesley S. Costa; Higor Camporez; Marcelo E. V. Segatto; Helder R. O. Rocha; Jair A. L. Silva (OFC, 2022)

CNN direct equalization in OFDM-VLC systems: evaluations in a numerical model based on experimental characterizations. - Wesley S. Costa; Jorge Leonid Aching Samatelo; Helder R. O. Rocha; Marcelo E. V. Segatto; Jair A. L. Silva (Photonic Netw. Commun., 2023)

Optimizing Resources and Increasing the Coverage of Internet-of-Things (IoT) Networks: An Approach Based on LoRaWAN. - Matheus Araujo Gava; Helder Roberto Oliveira Rocha; Menno Jan Faber; Marcelo Eduardo Vieira Segatto; Heinrich J. Wörtche; Jair Adriano Lima Silva (Sensors, 2023)

Improving Spectral and Power Efficiencies of a MISO-VLC System via Hybrid Multi-Objective Optimization. - Wesley S. Costa; Helder R. O. Rocha; Maria José Pontes; Marcelo E. V. Segatto; Heinrich Wörtche; Jair A. L. Silva (CSNDSP, 2024)

Joint Interference and Power Minimization for Fault-Tolerant Topology in Sensor Networks. - Renato Elias Nunes de Moraes; Yngrith S. Silva; Felipe N. Martins; Jair A. L. Silva; Helder R. O. Rocha (IEEE Access, 2024)

Planning and resource allocation of a hybrid IoT network using artificial intelligence. - Wesley S. Costa; Willian G. V. dos Santos; Higor Camporez; Menno Jan Faber; Jair A. L. Silva; Marcelo E. V. Segatto; Helder R. O. Rocha (Internet Things, 2024)

Application of AI for Short-Term PV Generation Forecast. - Helder R. O. Rocha; Rodrigo Fiorotti; Jussara F. Fardin; Hilel García-Pereira; Yann E. Bouvier; Alba Rodríguez-Lorente; Imene Yahyaoui (Sensors, 2024)

Forecasting energy power consumption using federated learning in edge computing devices. - Eduardo Montagner de Moraes Sarmento; Iran Freitas Ribeiro; Pablo Rafael Neves Marciano; Yruí Giovan Neris; Helder Roberto Oliveira Rocha; Vinícius Fernandes Soares Mota; Rodolfo da Silva Villaça (Internet Things, 2024)

Deep learning for multi-class electrical load detection in smart X-energy systems on edge computing devices. - Eduardo L. Pereira; Wanderley Celeste; Leonardo José Silvestre; Jussara F. Fardin; Helder R. O. Rocha (Expert Syst. Appl., 2025)