Juan Pablo Astudillo León

25 papers A 2B 1Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A conf
Performance Evaluation of DQN-Based Reinforcement Learning Congestion Control in Mobile Multi-Hop Wireless Networks.
MSWiM
Argenis Ronaldo Andrade-Zambrano, Leticia Lemus Cárdenas, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Luis J. de la Cruz Llopis
2024 J jnl
A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks.
IEEE Access
Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis
2024 J jnl
Exploring model transferability in ML-integrated RPL routing for smart grid communication: A comparative analysis across urban scenarios.
Ad Hoc Networks
Ahmad Mohamad Mezher, Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
2024 J jnl
Q-RPL: Q-Learning-Based Routing Protocol for Advanced Metering Infrastructure in Smart Grids.
Sensors
Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Eduardo Castillo Guerra, Julian Meng
2024 J jnl
Strategic deployment of RSUs in urban settings: Optimizing IEEE 802.11p infrastructure.
Ad Hoc Networks
Juan Pablo Astudillo León, Anthony Busson, Luis J. de la Cruz Llopis, Thomas Begin, Azzedine Boukerche
2023 J jnl
A machine learning based Distributed Congestion Control Protocol for multi-hop wireless networks.
Comput. Networks
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis, Francisco Rico-Novella
2023 — conf
Are ML Models Scenario-Independent in Enhancing Routing Efficiency for Smart Grid Networks?
PE-WASUN
Ahmad Mohamad Mezher, Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
2023 J jnl
Exploring the potential, limitations, and future directions of wireless technologies in smart grid networks: A comparative analysis.
Comput. Networks
Juan Pablo Astudillo León, Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
2023 J jnl
ML-RPL: Machine Learning-Based Routing Protocol for Wireless Smart Grid Networks.
IEEE Access
Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Eduardo Castillo Guerra, Julian Meng
2023 A conf
Strategies to Plan the Number and Locations of RSUs for an IEEE 802.11p-based Infrastructure in Urban Environment.
MSWiM
Juan Pablo Astudillo León, Anthony Busson, Luis J. de la Cruz Llopis, Thomas Begin, Azzedine Boukerche
2022 J jnl
GraTree: A gradient boosting decision tree based multimetric routing protocol for vehicular ad hoc networks.
Ad Hoc Networks
Leticia Lemus Cárdenas, Juan Pablo Astudillo León, Ahmad Mohamad Mezher
2022 — conf
How does the Selection of Wireless Technology Impact the Performance of the Smart Grid? A Simulation Approach.
PE-WASUN
Juan Pablo Astudillo León, Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
2022 — conf
RPL+: An Improved Parent Selection Strategy for RPL in Wireless Smart Grid Networks.
PE-WASUN
Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
2021 J jnl
A Multimetric Predictive ANN-Based Routing Protocol for Vehicular Ad Hoc Networks.
IEEE Access
Leticia Lemus Cárdenas, Ahmad Mohamad Mezher, Pablo A. Barbecho Bautista, Juan Pablo Astudillo León, Mónica Aguilar-Igartua
2021 — conf
DTMR: A Decision Tree-based Multimetric Routing Protocol for Vehicular Ad Hoc Networks.
PE-WASUN
Leticia Lemus Cárdenas, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Mónica Aguilar-Igartua
2021 — conf
Implementation of MRC diversity reception over Nakagami-m fading channel for ns-3 simulator.
VTC Fall
Juan Pablo Astudillo León, Freddy Alexander Torres Manobanda, Diego Javier Reinoso Chisaguano, Luis Felipe Urquiza-Aguiar
2021 — conf
Improving the Realism of the Physical Layer of NS-3 by Considering the PAPR Problem of the IEEE 802.11p Transmitter.
PE-WASUN
Diego Javier Reinoso Chisaguano, Juan Pablo Astudillo León, Martha Cecilia Paredes Paredes, Pablo Anibal Lupera Morillo, Luis Felipe Urquiza-Aguiar
2020 B conf
A Testbed Based Performance Evaluation of Smart Grid Wireless Neighborhood Area Networks Routing Protocols.
Intelligent Environments (Workshops)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
2020 J jnl
A fair and distributed congestion control mechanism for smart grid neighborhood area networks.
Ad Hoc Networks
Juan Pablo Astudillo León, Thomas Begin, Anthony Busson, Luis J. de la Cruz Llopis
2020 — —
Contribution to the traffc engineering in wireless mesh networks.
Juan Pablo Astudillo León
2020 J jnl
Predictive Traffic Control and Differentiation on Smart Grid Neighborhood Area Networks.
IEEE Access
Juan Pablo Astudillo León, Francisco Rico-Novella, Luis J. de la Cruz Llopis
2019 J jnl
Emergency aware congestion control for smart grid neighborhood area networks.
Ad Hoc Networks
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
2019 — conf
Towards a Distributed Congestion Control mechanism for Smart Grid Neighborhood Area Networks.
PE-WASUN
Juan Pablo Astudillo León, Thomas Begin, Anthony Busson, Luis J. de la Cruz Llopis
2018 J jnl
A Joint Multi-Path and Multi-Channel Protocol for Traffic Routing in Smart Grid Neighborhood Area Networks.
Sensors
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
2018 — conf
Multi Channel Allocation and Congestion Control for Smart Grid Neighborhood Area Networks.
PE-WASUN
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis