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Juan Pablo Astudillo León
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Books and Theses
- 2020
- [b1]Juan Pablo Astudillo León:
Contribution to the traffc engineering in wireless mesh networks. Polytechnic University of Catalonia, Spain, 2020
Journal Articles
- 2024
- [j13]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: 75072-75092 (2024) - [j12]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: 103585 (2024) - [j11]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: 103626 (2024) - [j10]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): 4818 (2024) - 2023
- [j9]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: 57401-57414 (2023) - [j8]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: 109813 (2023) - [j7]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: 109956 (2023) - 2022
- [j6]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: 102995 (2022) - 2021
- [j5]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: 86037-86053 (2021) - 2020
- [j4]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: 216805-216821 (2020) - [j3]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: 102169 (2020) - 2019
- [j2]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) - 2018
- [j1]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): 4052 (2018)
Conference and Workshop Papers
- 2023
- [c10]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: 301-305 - [c9]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: 83-90 - 2022
- [c8]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: 67-74 - [c7]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: 75-82 - 2021
- [c6]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: 9-16 - [c5]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: 57-64 - [c4]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: 1-6 - 2020
- [c3]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: 301-310 - 2019
- [c2]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: 29-36 - 2018
- [c1]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: 1-8
Coauthor Index
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