Master's degree in Advanced Telecommunication Technologies (MATT)
Recent Submissions
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Graph signal processing techniques for machine learning optimization
(Universitat Politècnica de Catalunya, 2024-10-29)
Master thesis
Open AccessGraph Signal Processing (GSP) offers a flexible framework for extending classical signal processing techniques, such as filtering and sampling, to irregular domains like social networks. In this context, the Q-GFT, a ... -
On audio feature extraction for deep Neural networks in limited-resource applications
(Universitat Politècnica de Catalunya, 2024-10-30)
Master thesis
Open AccessThe integration of feature extraction layers at the frontend of Deep Neural Networks for audio signal processing can enhance their performance by enabling systems to focus on relevant information rather than processing ... -
Automatic registration of breast cancer tissue
(Universitat Politècnica de Catalunya, 2024-07-11)
Master thesis
Open AccessThis Masters thesis explores the development of a Python application designed to perform registration and overlap of breast cancer histopathological images with different stains, such as HE, HER2, PR, KI67, and ER. The ... -
Analysis of infrared thermal images for the study of diabetic foot disease
(Universitat Politècnica de Catalunya, 2024-02-07)
Master thesis
Open Access
Covenantee: IDIAPJGol / Institut d'Investigació Biomèdica de BellvitgeThe diabetic foot (DF) poses a significant health risk, demanding improved screening methods in primary care settings to prevent injuries and amputations. Infrared thermal images (IRT) has shown in initial studies to be a ... -
Implementation of a tool for validating AdES digital signatures
(Universitat Politècnica de Catalunya, 2023-10-24)
Master thesis
Open AccessThis thesis focuses on the validation of a family of signatures standardized by ETSI (AdES), employing the ETSI EN 319 102-1 standard. AdES plays a crucial role in ensuring secure electronic transactions. This study aims ... -
Development of a DAPP
(Universitat Politècnica de Catalunya, 2023-10-26)
Master thesis
Open AccessThis thesis explores the development of a Decentralized Application (dapp). The fast growth of blockchain technology has provided an opportunity to revolutionize lots of industries by enhancing transparency, security, and ... -
Prediction of Diabetic Retinopathy (DR), DR progression and relationship with clinical data using Optical Coherence Tomography Angiography
(Universitat Politècnica de Catalunya, 2023-10-27)
Master thesis
Open AccessDiabetic retinopathy (DR) is a common complication of diabetes and a leading cause of blindness. Early detection and treatment are critical to prevent vision loss. Optical coherence tomography angiography (OCTA) is an ... -
Simple randomized strategies for low-rank matrix compression
(Universitat Politècnica de Catalunya, 2024-01-11)
Master thesis
Open AccessThis project addresses key challenges arising from the application of randomized CUR compression methods to compress impedance matrices resulting from the application of the Method of Moments to integral equations typical ... -
Performance evaluation of intelligent transportation systems
(Universitat Politècnica de Catalunya, 2023-10-26)
Master thesis
Open AccessThis thesis explores the integration and performance evaluation of 5G NR (Fifth Generation New Radio) technology and vehicular communication systems, with a particular focus on NR V2X (Vehicle-to-Everything) in broadcast ... -
Prospective development of AI Tools for contaminant detection in water
(Universitat Politècnica de Catalunya, 2023-10-26)
Master thesis
Restricted access - confidentiality agreement -
Federated Learning applied to Brain Tumor Segmentation using MRI Scans
(Universitat Politècnica de Catalunya, 2023-10-31)
Master thesis
Open AccessIn this thesis we analyze Federated Learning, a novel approach for distributed Deep Learning model training that maintains data privacy. In Federated Learning, a server coordinates the process, and multiple clients possess ... -
Integration of a High Performance Cache with a RISC-V Core and Cost-Benefit Analysis
(Universitat Politècnica de Catalunya, 2023-10-31)
Master thesis
Open AccessIt is widely known that memory operations have the highest latency in modern processors. Because of the high usage of these operations in many types of programs, it is crucial for a system to effectively tolerate this ...
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