Now showing items 1-20 of 48

    • 3G access network dimensioning for isolated rural communities in developing countries 

      Olmo Alòs, Jaume del (Universitat Politècnica de Catalunya, 2013-12-18)
      Master thesis (pre-Bologna period)
      Open Access
      [ANGLÈS] Based on the definition of the access network planning architecture and the voice and data traffic evolution forecast, this document derives engineering rules for network dimensioning in rural areas. Network ...
    • A multi-armed bandit model for wireless network selection 

      Martínez Casanovas, Lluís (Universitat Politècnica de Catalunya, 2021-07-06)
      Bachelor thesis
      Open Access
      The number of networks and technologies such as 5G have been rapidly increasing in the last years. With this growth in number it has become more relevant to be able to select the best network with the goal of maximizing ...
    • A service-constrained positioning strategy for an autonomous fleet of airborne base stations 

      José Torra, Ferran (Universitat Politècnica de Catalunya, 2017-07)
      Master thesis
      Open Access
      This thesis proposes a positioning strategy for a fleet of unmanned aerial vehicles (UAVs) airlifting wireless base stations. First, two schedulers that model the distribution of resources within a single cell are analyzed. ...
    • Access modes based on coordinated multipoint for relay transmissions in 4G systems 

      Lagén Morancho, Sandra (Universitat Politècnica de Catalunya, 2011-12-22)
      Master thesis (pre-Bologna period)
      Open Access
      English: the objective of this project is to explore and evaluate new system architectures for next generation cellular systems, by developing new system deployments and then deriving algorithms for the resource allocation ...
    • Advanced analytics solution for promotional efficiency problem 

      Isart Delgado, Antoni (Universitat Politècnica de Catalunya, 2020-07)
      Master thesis
      Restricted access - confidentiality agreement
    • Analysis of machine learning tools for predicting recidivism and for feature analysis 

      Company Pla, Jordi (Universitat Politècnica de Catalunya, 2018-01)
      Bachelor thesis
      Open Access
      Machine Learning (ML) technologies are currently a high trend but it is still not common to find applications where those methods are applied to a judicial process. In this thesis we have studied different ways to apply ...
    • Asynchronous event-reactive system in a microservices-based architecture 

      Riera Vila, Martí (Universitat Politècnica de Catalunya, 2022-05-27)
      Master thesis
      Open Access
      The project consists in the implementation and the deployment of a system that is reactive to events in the context of an asynchronous software architecture. The events that arrive from any other part of the system will ...
    • Automotive Events Detection using MEMS Accelerometers 

      San Vicente Foronda, Lorena (Universitat Politècnica de Catalunya, 2009-11-27)
      Master thesis (pre-Bologna period)
      Open Access
      Covenantee:   PildoLabs
      Imagine un teléfono móvil, que sea capaz de detectar un accidente de tráfico y notificarlo a una central. Pero no solo eso si no que además, envíe la posición donde está situado. Los sistemas de emergencia tendrían toda ...
    • Comparative of resampling methods for predictive modeling in social networks 

      Javierre Petit, Carles (Universitat Politècnica de Catalunya / Illinois Institute of Technology, 2013-12-18)
      Master thesis (pre-Bologna period)
      Open Access
      Covenantee:   Illinois Institute of Technology
      [ANGLÈS] The aim of this project is to give some insight within the issue of applying resampling methods over correlated sets of data for predictive modeling, specifically social networks. These resampling methods were ...
    • Connection-admission control in multimedia heterogeneous wireless networks 

      Granés Santamaria, Cristina (Universitat Politècnica de Catalunya, 2014-06)
      Bachelor thesis
      Open Access
      [ANGLÈS] The interest in multimedia wireless networks has increased incredibly due to the need for a better communication system. The purpose of this project is to allocate all users with the optimum configuration; that ...
    • Coordination strategies for interference management in MIMO dense cellular networks 

      Lagén Morancho, Sandra (Universitat Politècnica de Catalunya, 2016-12-21)
      Doctoral thesis
      Open Access
      The envisioned rapid and exponential increase of wireless data traffic demand in the next years imposes rethinking current cellular networks due to the available spectrum scarcity. In this regard, 3 main drivers are ...
    • Crime prediction: spatial mesh modeling – prediction framework basis 

      Juan Ramón, Albert (Universitat Politècnica de Catalunya / Illinois Institute of Technology, 2013-12-19)
      Bachelor thesis
      Open Access
      Covenantee:   Illinois Institute of Technology
    • Dancing with deep learning 

      Arnal Romero, Gisela (Universitat Politècnica de Catalunya, 2017-06)
      Bachelor thesis
      Open Access
      Art and technology are in constant synergetic expansion. Willy Barleycorn - Machine Learning in Dance. When art uses technology as a way of creation by the hand of the own artist it comes a synergy with great potential. ...
    • Data-free optimal power forecasting 

      Tolosa Riera, Alba (Universitat Politècnica de Catalunya, 2023-06-29)
      Bachelor thesis
      Restricted access - confidentiality agreement
      Covenantee:   Whiffle
      Wind power forecasting plays a crucial role in optimizing the performance and efficiency of wind farms. Traditional machine learning and statistical models for wind power prediction rely heavily on historical power and ...
    • Deep reinforcement learning and signal processing applications for investment strategies 

      Estrada Najar, Victor (Universitat Politècnica de Catalunya, 2021-02)
      Bachelor thesis
      Open Access
      En este proyecto miramos los fundamentos de las Finanzas, del Deep Reinforcement Larning, y del procesado de señal para construir una estrategia de inversión en bolsa. El estudio parte de un desarrollo hecho por otra ...
    • Detecting Near Miss Incidents in Bicycle Traffic Using Acceleration Sensor Data 

      Sánchez Fuster, Albert (Universitat Politècnica de Catalunya, 2020-03-31)
      Master thesis
      Open Access
      Covenantee:   Technische Universität Berlin / Einstein Center Digital Future
      Nowadays, with the improvement of the hardware devices and its processing capabil- ities as well as the big data field, a new promising stage in the Artificial Intelligence is born. Hence, a lot of useful applications ...
    • Dispersive source models in wireless communications subscriber location 

      Játiva Espinoza, René (Universitat Politècnica de Catalunya, 2017-04-06)
      Doctoral thesis
      Open Access
      Mobile subscriber positioning is an issue in permanent revision due to the new possibilities of relation that the knowledge of the position introduces, among users and an increasing number of devices. This problem is boarded ...
    • Distributed Interference Management for CoMP-based Cellular Networks 

      Lagén Morancho, Sandra (Universitat Politècnica de Catalunya, 2013-09-04)
      Master thesis
      Restricted access - publisher's policy
      [ANGLÈS] With the objective of improving the system spectral efficiency and providing a homogeneous coverage for future cellular networks, this thesis: 1) proposes distributed inter-cluster interference management procedures ...
    • Drug discovery using machine learning 

      García Reolid, Víctor (Universitat Politècnica de Catalunya, 2020-09-03)
      Bachelor thesis
      Open Access
      Covenantee:   Technische Universität München
      Drug Discovery is considered a particularly challenging field due to the complexity of the chemical space and the lack of a direct relationship between the structure information and drug activity. In essence, it consists ...
    • Identification of modulators in cancer tumor progression 

      Canillas Sánchez, Dànae (Universitat Politècnica de Catalunya, 2021-06-29)
      Bachelor thesis
      Open Access
      L'objectiu d'aquest treball de fi de grau és identificar un conjunts de moduladors rellevants obtinguts a partir d'una sèrie d'expressions genètiques amb la finalitat d'ajudar en l'anàlisi i el tractament de pacients amb ...