Juan Pablo Astudillo León

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Gradient Boosting

Vehicular Ad Hoc Networks

Routing Protocol

Top Venues

Ad Hoc Networks

Publications

Ahmad Mohamad Mezher, Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
Exploring model transferability in ML-integrated RPL routing for smart grid communication: A comparative analysis across urban scenarios. Ad Hoc Networks 164 (2024)
Juan Pablo Astudillo León, Anthony Busson, Luis J. de la Cruz Llopis, Thomas Begin, Azzedine Boukerche
Strategic deployment of RSUs in urban settings: Optimizing IEEE 802.11p infrastructure. Ad Hoc Networks 163 (2024)
Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Eduardo Castillo Guerra, Julian Meng
Q-RPL: Q-Learning-Based Routing Protocol for Advanced Metering Infrastructure in Smart Grids. Sensors 24 (15) (2024)
Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis
A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks. IEEE Access 12 (2024)
Juan Pablo Astudillo León, Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
Exploring the potential, limitations, and future directions of wireless technologies in smart grid networks: A comparative analysis. Comput. Networks 235 (2023)
Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Eduardo Castillo Guerra, Julian Meng
ML-RPL: Machine Learning-Based Routing Protocol for Wireless Smart Grid Networks. IEEE Access 11 (2023)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis, Francisco Rico-Novella
A machine learning based Distributed Congestion Control Protocol for multi-hop wireless networks. Comput. Networks 231 (2023)
Juan Pablo Astudillo León, Anthony Busson, Luis J. de la Cruz Llopis, Thomas Begin, Azzedine Boukerche
Strategies to Plan the Number and Locations of RSUs for an IEEE 802.11p-based Infrastructure in Urban Environment. MSWiM (2023)
Ahmad Mohamad Mezher, Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
Are ML Models Scenario-Independent in Enhancing Routing Efficiency for Smart Grid Networks? PE-WASUN (2023)
Leticia Lemus Cárdenas, Juan Pablo Astudillo León, Ahmad Mohamad Mezher
GraTree: A gradient boosting decision tree based multimetric routing protocol for vehicular ad hoc networks. Ad Hoc Networks 137 (2022)
Juan Pablo Astudillo León, Carlos Lester Dueñas Santos, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
How does the Selection of Wireless Technology Impact the Performance of the Smart Grid? A Simulation Approach. PE-WASUN (2022)
Carlos Lester Dueñas Santos, Juan Pablo Astudillo León, Ahmad Mohamad Mezher, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra
RPL+: An Improved Parent Selection Strategy for RPL in Wireless Smart Grid Networks. PE-WASUN (2022)
Juan Pablo Astudillo León, Freddy Alexander Torres Manobanda, Diego Javier Reinoso Chisaguano, Luis Felipe Urquiza-Aguiar
Implementation of MRC diversity reception over Nakagami-m fading channel for ns-3 simulator. VTC Fall (2021)
Diego Javier Reinoso Chisaguano, Juan Pablo Astudillo León, Martha Cecilia Paredes Paredes, Pablo Anibal Lupera Morillo, Luis Felipe Urquiza-Aguiar
Improving the Realism of the Physical Layer of NS-3 by Considering the PAPR Problem of the IEEE 802.11p Transmitter. PE-WASUN (2021)
Leticia Lemus Cárdenas, Ahmad Mohamad Mezher, Juan Pablo Astudillo León, Mónica Aguilar-Igartua
DTMR: A Decision Tree-based Multimetric Routing Protocol for Vehicular Ad Hoc Networks. PE-WASUN (2021)
Leticia Lemus Cárdenas, Ahmad Mohamad Mezher, Pablo Barbecho Bautista, Juan Pablo Astudillo León, Mónica Aguilar-Igartua
A Multimetric Predictive ANN-Based Routing Protocol for Vehicular Ad Hoc Networks. IEEE Access 9 (2021)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
A Testbed Based Performance Evaluation of Smart Grid Wireless Neighborhood Area Networks Routing Protocols. Intelligent Environments (Workshops) (2020)
Juan Pablo Astudillo León, Thomas Begin, Anthony Busson, Luis J. de la Cruz Llopis
A fair and distributed congestion control mechanism for smart grid neighborhood area networks. Ad Hoc Networks 104 (2020)
Juan Pablo Astudillo León, Francisco Rico-Novella, Luis J. de la Cruz Llopis
Predictive Traffic Control and Differentiation on Smart Grid Neighborhood Area Networks. IEEE Access 8 (2020)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
Emergency aware congestion control for smart grid neighborhood area networks. Ad Hoc Networks 93 (2019)
Juan Pablo Astudillo León, Thomas Begin, Anthony Busson, Luis J. de la Cruz Llopis
Towards a Distributed Congestion Control mechanism for Smart Grid Neighborhood Area Networks. PE-WASUN (2019)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
A Joint Multi-Path and Multi-Channel Protocol for Traffic Routing in Smart Grid Neighborhood Area Networks. Sensors 18 (11) (2018)
Juan Pablo Astudillo León, Luis J. de la Cruz Llopis
Multi Channel Allocation and Congestion Control for Smart Grid Neighborhood Area Networks. PE-WASUN (2018)