Outputs for SIGNAL THEORY AND COMMUNICATIONS Department (Year 2024)
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Articles
- 3-D-Printed High-Gain Multisection DRA with Symmetric Radiation Pattern
- 3-D-Printed Integrated GRIN Lens-Polarizer Using Anisotropic Materials
- A Formalization of Multilabel Classification in Terms of Lattice Theory and Information Theory: Concerning Datasets
- A Height-Measurement Algorithm for Rotor UAVs Based on Multilayer Space-Time Fusion
- A Hybrid Approach to Reliable Jamming Identification in UAV Communications Using Combined DNNs and ML Algorithms
- A configurable and low-power mixed signal SoC for portable ECG monitoring applications
- A noise monitoring system with domain adaptation based on standard parameters measured by sound analyzers
- A self-supervised embedding of cell migration features for behavior discovery over cell populations
- Adaptive Sparse Gaussian Process
- An Assessment of Extrapolated Field Strengths vs. Distance, Measurement Time and Induced Traffic from 5G Base Station in C-Band
- An eXtended Reality Offloading IP Traffic Dataset and Models
- Bayesian learning of feature spaces for multitask regression
- COCOA: Cost-Optimized COunterfactuAl explanation method
- Colored Reconfigurable Photodetectors for Aligning the Light in Vehicular VLC
- Deep Learning with Noisy Labels for Spatio-Temporal Drought Detection
- Designing a High-Sensitivity Microscale Triple-Band Biosensor Based on Terahertz MTMs to Provide a Perfect Absorber for Non-Melanoma Skin Cancer Diagnostic
- Detecting Spatiotemporal Dynamics of Western European Heatwaves Using Deep Learning
- Dielectric Characterization of Ex-Vivo Breast Tissues: Differentiation of Tumor Types through Permittivity Measurements
- Differential BroadBand (1¿16 GHz) MMIC GaAs mHEMT Low-Noise Amplifier for Radio Astronomy Applications and Sensing
- Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning
- Energy-Aware Cooperative Spectrum Sensing Under Ignorance on Internet of Mobile Things
- Enhancement of gain and bandwidth of cylindrical dielectric resonator antenna excited by cavity-backed slot
- Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach
- Error performance and capacity of subcarrier BPSK modulated THz wireless systems with pointing errors
- Estimation of Interference Correlation in mmWave Cellular Systems
- Exploring the Potential of a Coaxial Unit Cell: Metalens Antenna Design Based on a Highly Isotropic Metallic Periodic Structure
- Fully metallic geodesic lenses as analog electromagnetic models of static and spherically symmetric gravitational fields
- Granite Exposure Mapping Through Sentinel-2 Visible and Short Wave Infrared Bands
- Guest Editorial: Microwave Quantum Engineering
- Hierarchical Universal Matrices for Curvilinear Tetrahedral H(curl) Finite Elements with Inhomogeneous Material Properties
- High-Frequency Parametric Study of Electroplated Conductive Filaments in 3D Printed Microwave Topologies
- Improved 5G network slicing for enhanced QoS against attack in SDN environment using deep learning
- Improving indoor WiFi localization by using Machine Learning techniques
- Integrating Egocentric and Robotic Vision for Object Identification Using Siamese Networks and Superquadric Estimations in Partial Occlusion Scenarios
- Intelligent Fault Diagnosis of Rolling Element Bearings Based on Modified AlexNet
- Interference Management for VLC Indoor Systems based on Overlapping Field-of-View Angle Diversity Receivers
- Interpretable extreme wind speed prediction with concept bottleneck models
- Iterative Partial Construction of Hybrid Beamforming under Analog Quantized Phase Constraints in Ultra-Dense Networks
- Maximum likelihood inference for a class of discrete-time Markov switching time series models with multiple delays
- Modulating LiFi for dual operation in the visible and infrared spectra
- Multi-Objective Path Planning of Autonomous Underwater Vehicles Driven by Manta Ray Foraging
- Multi-channel factor analysis: Identifiability and asymptotics
- Multi-objective genetic algorithm for multi-view feature selection
- Multiple UAVs Networking Oriented Consistent Cooperation Method Based on Adaptive Arithmetic Sine Cosine Optimization
- Non-Coherent Cell-Free Large SIMO Using DMPSK
- Nonlinear Distortion-Aware Interference Alignment for Ultra-Dense Networks
- On the Synthetic Measurement of the Dispersion Diagram of Glide Symmetric Waveguides
- One-Bit Spectrum Sensing for Cognitive Radio
- One-bit target detection in collocated MIMO radar with colored background noise
- One-step Bayesian example-dependent cost classification: The OsC-MLP method
- Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing
- Optimal Estimation of Frequency-Selective Channels in OFDM-based Superimposed Training Schemes
- Passive detection of a random signal common to multi-sensor reference and surveillance arrays
- Performance analysis of VLC systems with multi-color light sources beyond RGB LEDs
- Prediction-model-assisted reinforcement learning algorithm for handover decision-making in hybrid LiFi and WiFi networks
- Secure Unmanned Aerial Vehicle Communication in Dual-Function Radar Communication System by Exploiting Constructive Interference
- Smartphone-based safety plan for suicidal crisis: The SmartCrisis 2.0 pilot study
- The growing need to integrate digital mental health into psychiatric and medical education
- Towards a Lithium Niobate Photonic Integrated Circuit for Quantum Sensing Applications
- Two-Timescale Design for Reconfigurable Intelligent Surface-Aided URLLC
- UAV Complex-Scene Single-Target Tracking Based on Improved Re-Detection Staple Algorithm
- URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging.
- Urban Sound Classification using Neural Networks on Embedded FPGAs
- WEMAC: Women and Emotion Multi-modal Affective Computing dataset
Book Chapters
Conference Contributions
- A Bayesian-inspired approach to passive radar detection
- Analysis of Systolic Murmurs in Heart Sounds using Multiresolution Complex Gabor Dictionary
- BLER-SNR Curves for 5G NR MCS under AWGN Channel with Optimum Quantization
- CNN-LSTM based Spectrum Sensing in Full-Duplex-aided CR-IoT Networks
- Inteligencia Artificial explicable y sostenible para procesado de datos audiovisuales
- Multistatic passive detection of cyclostationary signals
- Noise Prewhitening using Supervised Nonnegative Matrix Factorization and Wiener Filtering
- Novel method for the Computation of In-Orbit Collision Probability by Multilevel Splitting and Surrogate Modelling
- On Using Curved Mirrors to Decrease Shadowing in VLC
- Passive detection with a multi-rank beamformer of a random signal common to two sensors
- Pilot-less Machine Learning aided Phase Noise Estimation for 5G mmWaves Practical Deployments
- Second-order asymptotics of divergence tests
- SoniWeight Shoes: Investigating Effects and Personalization of a Wearable Sound Device for Altering Body Perception and Behavior
- Superimposed Training in Cell-free Massive MIMO: Is It Really Worth It?
- Training Implicit Generative Models via an Invariant Statistical Loss
Patents
- Dielectric radio frequency (RF) bidirectional coupler with power divider/combiner functionality
- Ultra-wideband interconnection probes
Projects
- Ayudas para incentivar la incorporación de talento consolidado "Programa ATRAE". DESENTRAÑAR LAS REDES NEURONALES PROFUNDAS GENERATIVAS Y APROVECHAR LA CREATIVIDAD DE LA IA
- COBA - Algoritmos de Aprendizaje reforzados por contexto
- Conducción remota basada en codificación de vídeo ultra-rápida y comunicaciones 5G
- Conducción remota basada en codificación de vídeo ultra-rápida y comunicaciones 5G (REMOTE DRIVER)
- Exploring metasurfaces for Low Observability
- Financiación adicional de la investigadora Máximo Morales Cespedes dentro del programa RYC 2022
- Financiación adicional del investigador Alejandro Lancho Serrano dentro Programa Atracción de Talento Investigador "César Nombela" 2023
- Foundational Learning in Atrial Fibrillation through Modeling with Artificial Intelligence (FLAMA-CM-UC3M)
- GANESHA - "Uncertainty propagation methods for collision avoidance in autonomous navigation"
- GENICOM - Modelos Generativos para Problemas Inversos en Comunicaciones Inalámbricas
- HARMONIC-AIRIS - Diseño y desarrollo de módulos receptores híbridos en la banda de SubTHz en Si para comunicaciones 6G: antenas activas y superficies. inteligentes reconfigurables (RIS)
- IRIS: Hacia un asistente personal para la mejora del bienestar emocional. Ayudas para la realización de Doctorados Industriales en la Comunidad de Madrid 2023-David Ramírez García
- LUMICare - una solución integral de medicina personalizada para el cuidado de pacientes de cáncer basada en el control dietético, de hábitos de vida y de bienestar emocional.
- Machine learning optimization of heat pump architectures based on wireless power transfer sensors with high gain antennas (WiHEAT-CM-UC3M)
- MiFuture - ultra-massive MIMO for future cell-free heterogeneous networks
- Modelos de Aprendizaje Automático Multimodal para Diagnóstico Clínico
- Priorización de alertas para SOC sector transporte (SOCTRA)
- Radiómetro Avanzado Electrónico en el rango de subTHz para la Observación de la Tierra
- SOFIA-AIR - Comunicaciones inalámbricas y Sensado pOr medio de diseños Flexibles usando Inteligencia y Algoritmos (SOFIA)
- Sesiones de formación en computación en la nube y en el uso de inteligencia artificial. para tratamiento de lenguaje natural.
- Smartcrisis 2.0 and HR23-00421 Multisite Smartphone-based Ecological Momentary Intervention for suicide prevention.
- THAI - THAI: TOWARDS HUMBLE AND DISCOVERABLE AI
Supervised Theses
- Design of compact, broadband, and low-profile antennas for wireless communication systems
- Diseño de modelos fundamentados para la clasificación en problemas con costes dependientes del ejemplo
- Energy-efficient digital and hybrid precoding algorithms for interference-limited cellular networks
- Innovative 3D-Printed Designs for Millimeter-Wave Lenses and Meta-Lens Antennas
- Interference Management for Visible Light Communications in Radio-Frequency Hostile Environments.
- Machine Learning in Personalized Medicine and Genomics
- Miniaturization of Antennas and Wireless Power Transfer System for Biomedical Implantable Devices.
- SELF-ADAPTIVE hp FINITE ELEMENT METHOD WITH ITERATIVE MESH TRUNCATION TECHNIQUE ACCELERATED WITH ACA
- Superimposed Training in Realistic Systems and Multi-Antenna Transmitters
- Towards practical LiFi networks with hybrid radio-frequency and optical wireless communication technologies