Dariel Pereira Ruisanchez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Upper Confidence Bound

Multiple Input Multiple Output

Joint Optimization

Wireless Channels

Top Venues

IEEE Trans. Veh. Technol.

IEEE Trans. Broadcast.

Publications

Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
Deep Contextual Bandit and Reinforcement Learning for IRS-Assisted MU-MIMO Systems. CoRR (2024)
Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
DRL-Based Sequential Scheduling for IRS-Assisted MIMO Communications. IEEE Trans. Veh. Technol. 73 (6) (2024)
Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
Deep Contextual Bandit and Reinforcement Learning for IRS-Assisted MU-MIMO Systems. IEEE Trans. Veh. Technol. 72 (7) (2023)
Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
A Robust DCB Approach to IRS-Assisted Vehicular Communications with ICSI. VTC2023-Spring (2023)
Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
Joint Optimization of IRS-assisted MIMO Communications through a Deep Contextual Bandit Approach. XoveTIC (2022)
Claudia Carballo González, Ernesto Fontes Pupo, Dariel Pereira Ruisanchez, Luigi Atzori, Maurizio Murroni
Deep Reinforcement Learning for Dynamic Radio Access Selection over Future Wireless Networks. BMSB (2022)
Dariel Pereira Ruisanchez, Óscar Fresnedo, Darian Pérez-Adán, Luis Castedo
Joint Optimization of IRS-assisted MU-MIMO Communication Systems through a DRL-based Twin Delayed DDPG Approach. BMSB (2022)
Claudia Carballo González, Ernesto Fontes Pupo, Dariel Pereira Ruisanchez, David Plets, Maurizio Murroni
From MFN to SFN: Performance Prediction Through Machine Learning. IEEE Trans. Broadcast. 68 (1) (2022)
Dariel Pereira Ruisanchez, Dalila Garrido Mirabal, Ernesto Fontes Pupo, Claudia Carballo González, Darian Pérez-Adán, Flavia Alvarez Cesar
Prediction of Signal Quality and SFN Interference Metrics Using Machine Learning Models. BMSB (2021)
Claudia Carballo González, Ernesto Fontes Pupo, Dariel Pereira Ruisanchez, David Plets, Maurizio Murroni
Three-stages concatenated Machine Learning model for SFN prediction. BMSB (2021)
Ernesto Fontes Pupo, Reinier Díaz Hernández, Dariel Pereira Ruisanchez, Yoania Acosta Cintado
Bit-Level Capacity analysis on Non-Uniform Constellations. BMSB (2019)
Rodney Martinez Alonso, David Plets, Yosvany Hervis Santana, Dariel Pereira Ruisanchez, Glauco Guillen Nieto, Luc Martens, Wout Joseph
Emulation of a Dynamic Broadcasting Network with Adaptive Radiated Power in a Real Scenario. BMSB (2018)