Master's degree in Advanced Telecommunication Technologies (MATT)
Recent Submissions
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Machine Learning Algorithms to Predict Wildfire Propagation in Europe
(Universitat Politècnica de Catalunya, 2021-07-02)
Master thesis
Open AccessWildfires endanger human lives, human assets and natural ecosystems. Due to climate change, temperature, rain and snow patterns, as well as terrestrial ecosystems, are varying. This is increasing the fires? frequency, ... -
Business oportunities search in the field of 3D printing
(Universitat Politècnica de Catalunya, 2021-06-17)
Master thesis
Open Access3D printing is a technology which we have been hearing about for a long time, but it still doesn?t seem to be making its way into the consumer, business and education world. Why is this happening and where is it going? Is ... -
Traffic Sign Detection for Micromobility
(Universitat Politècnica de Catalunya, 2021-05-21)
Master thesis
Open AccessIn recent years there's been an increase in the number or users of micromobility vehicles for everyday commute inside the city. At the same time technologies for autonomous and assisted driving for cars have been improving ... -
Automatic detection of visible events in fusion reactors
(Universitat Politècnica de Catalunya, 2021-05-21)
Master thesis
Open AccessRenewable energies are the future, and the study of those is already in research and development. Fusion reactors can give way to a new world inside the nuclear energy, very different to the current one. In this project, ... -
5G traffic forecasting through the use of social networks in a realistic scenario
(Universitat Politècnica de Catalunya, 2021-05-20)
Master thesis
Open AccessSocial networks have marked a before and after in data management. The exponential increase in the amount of information online in recent years is undeniable. New tools and systems are needed more frequently to optimize ... -
Design of deep learning algorithms to identify transportation mode of citizens from 2 sensors of the smartphone
(Universitat Politècnica de Catalunya, 2021-05-26)
Master thesis
Restricted access - author's decision -
Disentangling neural network structure from the weights space
(Universitat Politècnica de Catalunya, 2021-01-20)
Master thesis
Open AccessDeep Neural Networks have been used to tackle a wide variety of tasks achieving great performance. However, there is still a lack of knowledge of how the training of these models converge and how weights relate to their ... -
MFGM-VAE for unpaired multi-view data integration
(Universitat Politècnica de Catalunya, 2020-12-14)
Master thesis
Open AccessDeep learning model for unpaired data integration. Use case: multiple-omics data integration -
Validation and Extension of Kubernetes-based Network Functions (KNFs) in OSM for Cloud Native (CN) applications in 5G and beyond
(Universitat Politècnica de Catalunya, 2021-01-28)
Master thesis
Open AccessAdopting Cloud Native (CN) into 5G telecommunications systems has been identified as agood candidate for reducing the cost, improving system agility and role out of 5G services.This is well reflected on the recent 3GPP ... -
Real image transformation through conditional GANs
(Universitat Politècnica de Catalunya, 2021-01-24)
Master thesis
120 months embargo -
Design, Implementation, and Analysis of a Federated Learning Architecture
(Universitat Politècnica de Catalunya, 2021-01-28)
Master thesis
12 months embargo
Covenantee: King's College LondonArtificial Intelligence (AI) has become the go-to technology for many applications. This method, even having huge advantages in many areas, also require from training step, which is very power-and-time consuming and has ... -
A Reliable and Universal Cloud Wallet
(Universitat Politècnica de Catalunya, 2020-12-20)
Master thesis
Open AccessThis document explains the design, implementation and deployment of a secure Ethereum wallet backed up by a vault of secrets on the cloud. It also introduces key concepts for this task in the field of cryptography and ...
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