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Juan Pablo Astudillo León

Observed names: Astudillo León Juan Pablo, Astudillo León, Juan Pablo, Juan Pablo Astudillo Leon, Juan Pablo Astudillo-Le´n, Juan Pablo Astudillo-León, Juan Pablo, Astudillo León, Pablo Astudillo Leon
Observed institutions: University of New Brunswick, Universidad Yachay Tech, Universidad Internacional del Ecuador, Universidad Ecotec, Secretaría de Educación Superior, Ciencia, Tecnología e Innovación, National Polytechnic School, Universitat Politècnica de Catalunya
ORCID: 0000-0002-7291-3584
Observed ORCID: 0000-0002-7291-3584
OpenAlex ID: A5025180616
A machine learning based Distributed Congestion Control Protocol for multi-hop wireless networks
2023 · Juan Pablo Astudillo León, Luis J. de la Cruz Llopis, et al. · Computer Networks · 52
ML-RPL: Machine Learning-Based Routing Protocol for Wireless Smart Grid Networks
2023 · Carlos Lester Duenas Santos, Ahmad Mohamad Mezher, et al. · IEEE Access · 46
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A Multimetric Predictive ANN-Based Routing Protocol for Vehicular Ad Hoc Networks
2021 · Leticia Lemus Cardenas, Ahmad Mohamad Mezher, et al. · IEEE Access · 36
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GraTree: A gradient boosting decision tree based multimetric routing protocol for vehicular ad hoc networks
2022 · Leticia Lemus Cárdenas, Juan Pablo Astudillo León, et al. · Ad Hoc Networks · 24
Predictive Traffic Control and Differentiation on Smart Grid Neighborhood Area Networks
2020 · Juan Pablo Astudillo Leon, Francisco J. Rico-Novella, et al. · IEEE Access · 24
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A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks
2024 · Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, et al. · IEEE Access · 23
Q-RPL: Q-Learning-Based Routing Protocol for Advanced Metering Infrastructure in Smart Grids
2024 · Carlos Lester Duenas Santos, Ahmad Mohamad Mezher, et al. · Sensors · 22
Exploring the potential, limitations, and future directions of wireless technologies in smart grid networks: A comparative analysis
2023 · Juan Pablo Astudillo León, Carlos Lester Duenas Santos, et al. · Computer Networks · 20
Emergency aware congestion control for smart grid neighborhood area networks
2019 · Juan Pablo Astudillo León, Luis J. de la Cruz Llopis · Ad Hoc Networks · 18
RPL+: An Improved Parent Selection Strategy for RPL in Wireless Smart Grid Networks
2022 · Carlos Lester Duenas Santos, Juan Pablo Astudillo León, et al. · 16
A fair and distributed congestion control mechanism for smart grid neighborhood area networks
2020 · Juan Pablo Astudillo León, Thomas Begin, et al. · Ad Hoc Networks · 15
A Joint Multi-Path and Multi-Channel Protocol for Traffic Routing in Smart Grid Neighborhood Area Networks
2018 · Juan Pablo Astudillo León, Luis J. De la Cruz Llopis · Sensors · 15
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Strategic deployment of RSUs in urban settings: Optimizing IEEE 802.11p infrastructure
2024 · Juan Pablo Astudillo León, Anthony Busson, et al. · Ad Hoc Networks · 14
Exploring model transferability in ML-integrated RPL routing for smart grid communication: A comparative analysis across urban scenarios
2024 · Ahmad Mohamad Mezher, Carlos Lester Dueñas Santos, et al. · Ad Hoc Networks · 9
Impact of Data Augmentation Using SMOTE and GAN on Machine Learning Predictions for Vehicular Routing Datasets
2024 · David Carlosama-Perachimba, Leticia Lemus Cárdenas, et al. · IEEE Ecuador Technical Chapters Meeting (ETCM) · 8
Evaluation of 5G Vehicle-to-Everything (V2X) Communications in Urban Scenarios
2024 · Jonathan Loor, Ariana Jiménez, et al. · IEEE Ecuador Technical Chapters Meeting (ETCM) · 5
DTMR: A Decision Tree-based Multimetric Routing Protocol for Vehicular Ad Hoc Networks
2021 · Leticia Lemus Cárdenas, Ahmad Mohamad Mezher, et al. · ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks (PE-WASUN) · 5
Enhancing QoS in Urban V2V Communications Through AI: A Machine Learning Approach in Vehicular Ad-Hoc Networks
2024 · Mateo Coello, Jonathan Loor, et al. · IEEE Ecuador Technical Chapters Meeting (ETCM) · 4
A Fast and Accurate Approximation of IEEE 802.11 Physical Layer Models for Network Simulators
2022 · Diego Javier Reinoso-Chisaguano, Xavier Alejandro Flores Cabezas, et al. · Electronics · 4
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Towards a Distributed Congestion Control mechanism for Smart Grid Neighborhood Area Networks
2019 · Juan Pablo Astudillo León, Thomas Begin, et al. · ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks (PE-WASUN) · 4
Multi Channel Allocation and Congestion Control for Smart Grid Neighborhood Area Networks
2018 · Juan Pablo Astudillo León, Luis J. de la Cruz Llopis · ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks (PE-WASUN) · 3
Data Privacy Analysis for ML-Based Congestion Control in Multi-Hop Wireless Networks
2026 · Juan Pablo Astudillo León, Luis J. De La Cruz Llopis, et al. · IEEE Access · 2
Strategies to Plan the Number and Locations of RSUs for an IEEE 802.11p-based Infrastructure in Urban Environment
2023 · Juan Pablo Astudillo León, Anthony Busson, et al. · ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM) · 2
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How does the Selection of Wireless Technology Impact the Performance of the Smart Grid? A Simulation Approach
2022 · Juan Pablo Astudillo León, Carlos Lester Dueñas Santos, et al. · 2
Improving the Realism of the Physical Layer of NS-3 by Considering the PAPR Problem of the IEEE 802.11p Transmitter
2021 · Diego Javier Reinoso-Chisaguano, Juan Pablo Astudillo León, et al. · ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks (PE-WASUN) · 2
Works count: 48
Citation count: 378
H-index: 13
I10-index: 13
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