Publikationen (83) Publikationen von Juan José Alcaraz Espín

2023

  1. Model-Based Reinforcement Learning with Kernels for Resource Allocation in RAN Slices

    IEEE Transactions on Wireless Communications, Vol. 22, Núm. 1, pp. 486-501

  2. Transmission Control in NB-IoT With Model-Based Reinforcement Learning

    IEEE Access, Vol. 11, pp. 57991-58005

2022

  1. Online model-based reinforcement learning for decision-making in long distance routes

    Transportation Research Part E: Logistics and Transportation Review, Vol. 164

  2. vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs

    IEEE Transactions on Mobile Computing, Vol. 21, Núm. 7, pp. 2652-2670

2020

  1. A machine learning approach to improve UHF RFID gate operation

    2020 5th International Conference on Smart and Sustainable Technologies, SpliTech 2020

  2. LBTM: Listen-before-talk protocol for multiclass UHF RFID networks

    Sensors (Switzerland), Vol. 20, Núm. 8

  3. Online reinforcement learning for adaptive interference coordination

    Transactions on Emerging Telecommunications Technologies, Vol. 31, Núm. 10

2019

  1. Conditions for rate stability in constrained RFID networks

    2018 6th International EURASIP Workshop on RFID Technology, EURFID 2018

  2. Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control

    MOBICOM'19: PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING

  3. LBTM: A LBT protocol for ubiquitous applications in multi-class RFID networks

    2019 IEEE International Conference on RFID Technology and Applications, RFID-TA 2019

  4. On the Allocation of Computing Tasks under QoS Constraints in Hierarchical MEC Architectures

    2019 FOURTH INTERNATIONAL CONFERENCE ON FOG AND MOBILE EDGE COMPUTING (FMEC)

  5. On the allocation of computing tasks under QoS constraints in hierarchical MEC architectures

    2019 4th International Conference on Fog and Mobile Edge Computing, FMEC 2019

  6. Online Learning for Energy Saving and Interference Coordination in HetNets

    IEEE Journal on Selected Areas in Communications, Vol. 37, Núm. 6, pp. 1374-1388

  7. Optimal power stationary policies for synchronous queued RFID networks

    2019 4th International Conference on Smart and Sustainable Technologies, SpliTech 2019

  8. Rich vehicle routing problem with last-mile outsourcing decisions

    Transportation Research Part E: Logistics and Transportation Review, Vol. 129, pp. 263-286

  9. Stability of Synchronous Queued RFID Networks

    IEEE Access, Vol. 7, pp. 148828-148842

  10. vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs

    MOBICOM'19: PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING

2018

  1. Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets

    IEEE International Conference on Communications

  2. Data-driven configuration of interference coordination parameters in HetNets

    IEEE Transactions on Vehicular Technology, Vol. 67, Núm. 6, pp. 5174-5187

  3. Energy saving and interference coordination in HetNets using dynamic programming and CEC

    IEEE Access, Vol. 6, pp. 71110-71121