Publications (10) Antonio Guillén Pérez publications

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2023

  1. A Conceptual Framework for the Development of Autonomous Driving in 6G: The Role of AI and Edge Computing

    2023 8th International Conference on Control, Robotics and Cybernetics, CRC 2023

  2. PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability

    PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, BUILDSYS 2023

2022

  1. AIM5LA: A Latency-Aware Deep Reinforcement Learning-Based Autonomous Intersection Management System for 5G Communication Networks

    Sensors, Vol. 22, Núm. 6

  2. Learning from Oracle Demonstrations-A New Approach to Develop Autonomous Intersection Management Control Algorithms Based on Multiagent Deep Reinforcement Learning

    IEEE Access, Vol. 10, pp. 53601-53613

  3. Multi-Agent Deep Reinforcement Learning to Manage Connected Autonomous Vehicles at Tomorrow's Intersections

    IEEE Transactions on Vehicular Technology, Vol. 71, Núm. 7, pp. 7033-7043

2021

  1. A comparative performance evaluation of routing protocols for flying ad-hoc networks in real conditions

    Applied Sciences (Switzerland), Vol. 11, Núm. 10

  2. Intelligent IoT systems for traffic management: A practical application

    IET Intelligent Transport Systems, Vol. 15, Núm. 2, pp. 273-285

  3. Pedestrian characterisation in urban environments combining WiFi and AI

    International Journal of Sensor Networks, Vol. 37, Núm. 1, pp. 48-60

2019

  1. Counting and locating people in outdoor environments: a comparative experimental study using WiFi-based passive methods

    AMCSE 2018 - INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, COMPUTATIONAL SCIENCE AND SYSTEMS ENGINEERING

  2. Influencia del ciclo de trabajo de los semáforos en una intersección simple en múltiples parámetros ante una densidad de tráfico incremental

    XIV Jornadas de Ingeniería Telemática (JITEL 2019)