Departament de Teoria del Senyal i Comunicacions
Recent Submissions
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Misbehaviour detection and trustworthy collaboration in vehicular communication networks
(Universitat Politècnica de Catalunya, 2024-09-23)
Doctoral thesis
Open Access(English) The integration of advanced wireless technologies, e.g., cellular and IEEE 802.11p, in modern vehicles enables vehicle-to-everything (V2X) communication, fostering the next-generation Internet-of-Vehicles (IoV). ... -
Implementation of personalized medicine in malignant melanoma patients aided by artificial intelligence
(Universitat Politècnica de Catalunya, 2024-11-04)
Doctoral thesis
Open Access(English) Skin cancer, characterised by the uncontrolled growth of abnormal skin cells, poses a significant global health challenge. Melanoma, its most aggressive form, is particularly concerning due to its rapid metastasis ... -
Cloud-native orchestration and automation for disaggregated networks
(Universitat Politècnica de Catalunya, 2023-05-18)
Doctoral thesis
Open Access(English) Transport networks are segmented by different technologies and domains, what makes difficult automated end-to-end operations and making direct human intervention needed to deploy connectivity services. On top ... -
Bio-sensing applications of electromagnetic scattering from spheroidal objects
(Universitat Politècnica de Catalunya, 2022-12-20)
Doctoral thesis
Open Access(English) Bio-sensing technology has progressed rapidly over the past years due to their plethora of applications such as disease diagnosis, drug monitoring detection of pollutants, and disease-causing micro-organisms. ... -
Few-shot 3D reconstruction of body parts with deep neural networks
(Universitat Politècnica de Catalunya, 2022-09-15)
Doctoral thesis
Open Access(English) In this thesis, we study the problem of reconstructing objects from a concrete category in 3D when few images are available as input, i.e. less than 10. We apply our findings to digitalizing human body parts such ... -
Photonic circuits for wireless applications in the microwave, millimeter wave and terahertz bands
(Universitat Politècnica de Catalunya, 2022-09-23)
Doctoral thesis
Open Access(English) This thesis focuses on the emission, processing and detection of electromagnetic radiation in applications where the use of established technologies may limit the achievable frequency or bandwidth. Leveraging ... -
Super-resolution and semantic segmentation of remote sensing images using deep learning techniques
(Universitat Politècnica de Catalunya, 2022-10-27)
Doctoral thesis
Open Access(English) Remote sensing for Earth observation is a growing scientific field essential for many human activities. Among the different applications in the Remote Sensing domain, the production of thematic maps, such as Land ... -
5G and its impact on the automotive industry
(Universitat Politècnica de Catalunya, 2023-09-21)
Doctoral thesis
Open Access(English) The 5th generation of mobile communications has been designed to address the unstoppable demand of data bandwidth. However, it also gives support to a range of vertical industries with different Quality of Service ... -
A flexible system-on-chip FPGA architecture for prototyping experimental GNSS receivers
(Universitat Politècnica de Catalunya, 2024-05-10)
Doctoral thesis
Open Access(English) The rapid evolution in satellite navigation technology (GNSS) requires advanced prototyping tools for exploring new signals and developing innovative systems. Prototyping is essential in the design and development ... -
Novel transversal topologies and coupled resonator configurations for acoustic wave filters
(Universitat Politècnica de Catalunya, 2023-06-09)
Doctoral thesis
Open Access(English) During the last years, electro-acoustic technology has been a key factor in the development of portable devices thanks to its high performance and very compact filtering structures. Such a technology has enabled ... -
Clustering large dimensional data via second order statistics: applications in wireless communications
(Universitat Politècnica de Catalunya, 2023-12-19)
Doctoral thesis
Open Access(English) In many modern signal processing applications, traditional machine learning and pattern recognition methods heavily rely on the having a sufficiently large amount of data samples to correctly estimate the underlying ... -
Lifelong AI-driven zero-touch network slicing
(Universitat Politècnica de Catalunya, 2023-11-13)
Doctoral thesis
Open Access(English) The sixth-generation (6G) network's evolution necessitates advancements in algorithms and architecture to transition from an AI-native to an intrinsic trustworthy automation-native system. Network slicing creates ...
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