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Juan Pablo Astudillo León

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2020 – today

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2024
[j13]
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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]
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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]
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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]
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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]
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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]
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  - journals/cn/LeonLR23
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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]
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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)
[c10]
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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]
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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
[j6]
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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)
[c8]
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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]
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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
[j5]
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  - journals/access/CardenasMBLA21
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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)
[c6]
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  - conf/pe-wasun/ChisaguanoLPMU21
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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]
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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]
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  - conf/vtc/LeonMCU21
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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
[b1]
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  - phd/es/Leon20
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Juan Pablo Astudillo León:
Contribution to the traffc engineering in wireless mesh networks. Polytechnic University of Catalonia, Spain, 2020
[j4]
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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]
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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)
[c3]
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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

2010 – 2019

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2019
[j2]
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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)
[c2]
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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
[j1]
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  - journals/sensors/LeonL18
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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)
[c1]
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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

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