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Listar por autor "Gutiérrez Reina, Daniel"
Mostrando ítems 1-20 de 82
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Artículo
A Bayesian Optimization Approach for Multi-Function Estimation for Environmental Monitoring Using an Autonomous Surface Vehicle: Ypacarai Lake Case Study
Peralta, Federico; Gutiérrez Reina, Daniel; Toral, S. L.; Arzamendia, Mario; Gregor, Derlis (MDPI, 2021)Bayesian optimization is a sequential method that can optimize a single and costly objective function based on a surrogate ...
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Artículo
A bayesian optimization approach for water resources monitoring through an autonomous surface vehicle: the Ypacarai lake case study
Peralta Samaniego, Federico; Gutiérrez Reina, Daniel; Toral, S. L.; Arzamendia, Mario; Gregor, Derlis O. (IEEE Explore, 2021)This work was supported in part by the Universidad de Sevilla through the Contract ‘‘Contratos de acceso al Sistema Español ...
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Artículo
A comparative study of machine learning and deep learning algorithms for padel tennis shot classification
Cartes Domínguez, Guillermo; Franco Álvarez, Evelia; Tapia Córdoba, Alejandro; Gutiérrez Reina, Daniel (Springer, 2023-02-11)Data processing in sports is a phenomenon increasingly present at all levels, from professionals in search of tools to ...
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Artículo
A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study
Peralta, Federico; Arzamendia, Mario; Gregor, Derlis; Gutiérrez Reina, Daniel; Toral, S. L. (MDPI, 2020-03)Local path planning is important in the development of autonomous vehicles since it allows a vehicle to adapt their ...
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Artículo
A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case
Yanes Luis, Samuel; Gutiérrez Reina, Daniel; Toral, S. L. (Institute of Electrical and Electronics Engineers, 2020)Autonomous Surfaces Vehicles (ASV) are incredibly useful for the continuous monitoring and exploring task of water resources ...
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Artículo
A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors
Yanes Luis, Samuel; Gutiérrez Reina, Daniel; Toral, S. L. (MDPI, 2021)The monitoring of water resources using Autonomous Surface Vehicles with water-quality sensors has been a recent approach ...
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Artículo
A MPC Strategy for the Optimal Management of Microgrids Based on Evolutionary Optimization
Rodríguez del Nozal, Álvaro; Gutiérrez Reina, Daniel; Alvarado-Barrios, Lázaro; Tapia Córdoba, Alejandro; Escaño González, Juan Manuel (MDPI, 2019-11)In this paper, a novel model predictive control strategy, with a 24-h prediction horizon, is proposed to reduce the ...
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Artículo
A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacaraí Lake Patrolling Case
Yanes Luis, Samuel; Gutiérrez Reina, Daniel; Toral, S. L. (Institute of Electrical and Electronics Engineers Inc., 2021)Autonomous surfaces vehicles (ASVs) excel at monitoring and measuring aquatic nutrients due to their autonomy, mobility, ...
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Tesis Doctoral
A simulation methodology for evaluating ad hoc communication protocols
García-Campos, José Manuel (2017-01-30)El objetivo principal de esta tesis es la mejora de la simulación de protocolos de comunicación en MANETs y VANETs. La ...
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Artículo
A survey on multihop ad hoc networks for disaster response scenarios
Gutiérrez Reina, Daniel; Askalani, M.; Toral, S. L.; Barrero, Federico; Asimakopoulou, Eleana; Bessis, N. (Hindawi Publishing Corporation, 2015-05)Disastrous events are one of the most challenging applications of multihop ad hoc networks due to possible damages of ...
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Artículo
A survey on probabilistic broadcast schemes for wireless ad hoc networks
Gutiérrez Reina, Daniel; Toral, S. L.; Johnson, Princy; Barrero, Federico (Elsevier, 2015)Broadcast or flooding is a dissemination technique of paramount importance in wireless ad hoc networks. The broadcast ...
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Artículo
A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems
Gutiérrez Reina, Daniel; Ruiz, Patricia; Ciobanu, R.; Toral, S. L.; Dorronsoro, Bernabé; Dobre, Ciprian (SAGE Publications, 2016)Evolutionary algorithms are metaheuristic algorithms that provide quasioptimal solutions in a reasonable time. They have ...
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Artículo
An Efficient Hybrid Fuzzy-Clustering Driven 3D-Modeling of Magnetic Resonance Imagery for Enhanced Brain Tumor Diagnosis
Kanniappan, Suresh; Samiayya, Duraimurugan; Vincent, Durai Raj P. M; Srinivasan, Kathiravan; Jayakody, Dushantha Nalin K.; Gutiérrez Reina, Daniel; Inoue, Atsushi (MDPI, 2020-03)Brain tumor detection and its analysis are essential in medical diagnosis. The proposed work focuses on segmenting ...
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Artículo
An evaluation methodology for reliable simulation based studies of routing protocols in VANETs
García-Campos, José Manuel; Sánchez-García, Jesús; Gutiérrez Reina, Daniel; Toral, S. L.; Barrero, Federico (Elsevier, 2016)Vehicular Ad hoc networks (VANETs) have attracted much attention in the last decade. Many routing protocols have been ...
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Artículo
An Evolutionary Computational Approach for Designing Micro Hydro Power Plants
Tapia Córdoba, Alejandro; Gutiérrez Reina, Daniel; Millán Gata, Pablo (MDPI, 2019-03)Micro Hydro Power Plants (MHPP) constitute an effective, environmentally-friendly solution to deal with energy poverty ...
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Artículo
An evolutionary computational approach for optimizing connectivity in disaster scenarios
Gutiérrez Reina, Daniel; Toral, S. L.; Bessis, N.; Barrero, Federico; Asimakopoulou, Eleana (Elsevier, 2013)This article presents an evolutionary computation approach for increasing connectivity in disaster scenarios. Connectivity ...
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Artículo
An Evolutionary Computational Approach for the Problem of Unit Commitment and Economic Dispatch in Microgrids under Several Operation Modes
Alvarado Barrios, Lázaro; Rodríguez del Nozal, Álvaro; Tapia Córdoba, Alejandro; Martínez Ramos, José Luis; Gutiérrez Reina, Daniel (MDPI AG, 2019-06)In the last decades, new types of generation technologies have emerged and have been gradually integrated into the existing ...
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Artículo
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources
Yanes Luis, Samuel; Peralta Samaniego, Federico; Tapia Córdoba, Alejandro; Rodríguez del Nozal, Álvaro; Toral, S. L.; Gutiérrez Reina, Daniel (Elsevier, 2022-03)The rapid increase of human activities with direct influence on the environment has motivated the global awareness of the ...
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Artículo
An Informative Path Planner for a Swarm of ASVs Based on an Enhanced PSO with Gaussian Surrogate Model Components Intended for Water Monitoring Applications
Ten Kathen, Micaela Jara; Jurado Flores, Isabel; Gutiérrez Reina, Daniel (MDPI AG, 2021)Controlling the water quality of water supplies has always been a critical challenge, and water resource monitoring has ...
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Artículo
An intelligent strategy for tactical movements of UAVs in disaster scenarios
Sánchez-García, Jesús; García-Campos, José Manuel; Toral, S. L.; Gutiérrez Reina, Daniel; Barrero, Federico (Sage, 2016)Unmanned Aerial Vehicles (UAVs) are envisioned as flexible and fast-deploying communication network for disaster scenarios, ...