Recent Submissions

  • Generación sintética de trayectorias mediante aprendizaje profundo con garantías de privacidad diferencial 

    Rubio Jornet, Víctor; Parra Arnau, Javier; Forné Muñoz, Jorge (Jornadas de Ingeniería Telemática (JITEL), 2023)
    Conference lecture
    Open Access
    La generación sintética de trayectorias es cru- cial para poder realizar estudios y análisis en diferentes campos, como la movilidad urbana, los protocolos de redes móviles, la epidemiología computacional o la simulación ...
  • La publicación de trayectorias: un estudio sobre la protección de la privacidad 

    Guerra Balboa, Patricia; Miranda Pascual, Àlex; Parra Arnau, Javier; Forné Muñoz, Jorge; Strufe, Thorsten (Universidad de Cantabria, 2022)
    Conference report
    Open Access
    El analisis de las trayectorias encierra numerosas ´ promesas, desde mejoras en la gestion del tr ´ afico hasta recomen- ´ daciones de ruta, o incluso en el desarrollo de infraestructuras. Sin embargo, conocer los lugares ...
  • Privacy-aware vehicle emissions control system for traffic light intersections 

    Barbecho Bautista, Pablo; Urquiza Aguiar, Luis Felipe; Aguilar Igartua, Mónica (Association for Computing Machinery (ACM), 2022)
    Conference report
    Restricted access - publisher's policy
    This paper proposes a privacy-aware reinforcement learning (RL) framework to reduce carbon emissions of vehicles approaching light traffic intersections. Taking advantage of vehicular communications, traffic lights disseminate ...
  • Anonymizing trajectory data: limitations and opportunities 

    Guerra Balboa, Patricia; Miranda Pascual, Àlex; Parra Arnau, Javier; Forné Muñoz, Jorge; Strufe, Thorsten (AAAI Press (Association for the Advancement of Artificial Intelligence), 2022)
    Conference lecture
    Restricted access - publisher's policy
    A variety of conditions and limiting properties complicate the anonymization of trajectory data, since they are sequential, high-dimensional, bound to geophysical restrictions and easily mapped to semantic points of interest ...
  • SISCOM: smart services for information systems and communication networks 

    Aguilar Igartua, Mónica; Cruz Llopis, Luis Javier de la; Forné Muñoz, Jorge; Pallarès Segarra, Esteve; Rico Novella, Francisco José (2021)
    Conference lecture
    Open Access
    The SISCOM (Smart Services for Information Systems and Communication Networks) research group focuses on technologies that make it possible to provide intelligent services for information services and communication networks. ...
  • Hybrid autonomous connected vehicle platooning with federated learning: state of the art and simulation framework 

    Prashanth Kannan, Prashanth; Al-zuhairi, Yaqoob; Aguilar Igartua, Mónica (2021)
    Conference report
    Restricted access - publisher's policy
    In this paper, we present a brief overview about technologies and state of art methods being used for Hybrid Autonomous Connected Vehicles (HACV). Moreover, Federated Learning (FL) help in avoiding transmission of raw ...
  • Performance evaluation of a cooperative LTE-DSRC vehicular network 

    Calle Heredia, Xavier; Barbecho Bautista, Pablo Andrés; Aguilar Igartua, Mónica (2021)
    Conference report
    Restricted access - publisher's policy
    Intelligent Transport Systems (ITS) are fundamental to reaching the concept of smart cities. However, the incoming development of vehicular applications will originate an increase in long-term evolution (LTE) traffic demand, ...
  • Federated learning for smart charging of connected electric vehicles 

    Al-zuhairi, Yaqoob; Kannan, Prashanth; Aguilar Igartua, Mónica (2021)
    Conference report
    Restricted access - publisher's policy
    Due to rising concerns over climate change, air pollution and clean energy awareness, the demand for electric vehicles (EVs) and renewable energy generation has increased in recent years. The main objective of this research ...
  • Evaluation of dynamic route planning impact on vehicular communications with SUMO 

    Barbecho Bautista, Pablo Andrés; Urquiza Aguiar, Luis Felipe; Aguilar Igartua, Mónica (Association for Computing Machinery (ACM), 2020)
    Conference report
    Restricted access - publisher's policy
    Simulations are the first approach used by the research community to evaluate mobile ad hoc networks. Particularly, vehicular ad hoc networks (VANETs) are a singular type of mobile ad hoc networks that raise technical ...
  • Improved selection of the best forwarding candidate in 3MRP for VANETs 

    Mohamad Mezher, Ahmad; Lemus Cárdenas, Leticia; Cárdenas Barrera, Julián; Castillo Guerra, Eduardo; Meng, Julian; Aguilar Igartua, Mónica (2019)
    Conference report
    Restricted access - publisher's policy
    The design of different metrics in hop-by-hop routing protocols for vehicular ad hoc networks (VANETs) has been investigated with the clear objective to improve the performance of VANETs in terms of packet losses and average ...
  • 3MRP+: an improved multimetric geographical routing protocol for VANETs 

    Lemus Cárdenas, Leticia; Mezher, Ahmad Mohamad; López Márquez, Nely Patricia; Barbecho Bautista, Pablo Andrés; Cárdenas Barrera, Julián; Aguilar Igartua, Mónica (Association for Computing Machinery (ACM), 2018)
    Conference report
    Restricted access - publisher's policy
    The design of routing protocols in vehicular ad hoc networks (VANETs) is fundamental to achieve a high packets’ delivery ratio. Routing protocols whose operation considers the nodes’ positions use updated routing information ...
  • A testbed based performance evaluation of smart grid wireless neighborhood area networks routing protocols 

    Astudillo León, Juan Pablo; Cruz Llopis, Luis Javier de la (IOS Press, 2020)
    Conference report
    Open Access
    Smart Grid networks have a data communication network associated with the electrical energy distribution infrastructure. This network connects all the sub- scribers’ homes with the data control centers of the supplying ...

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