Juan José Murillo Fuentes

Catedrático de Universidad
murillo@us.es
Área de conocimiento: Teoría de la Señal y Comunicaciones
Departamento: Teoría de la Señal y Comunicaciones
Grupo: TRATAMIENTO DE SEÑALES Y COMUNICACIONES (TIC-155)
Prog. doctorado: Prog.de Doct. en Ingeniería Automática, Electrónica y de Telecomunicación
Tipo Año Título Fuente
Artículo2021 A low-complexity double EP-based detector for iterative detection and decoding in MIMO IEEE TRANSACTIONS ON COMMUNICATIONS
Artículo2021 Boosting offline handwritten text recognition in historical documents with few labeled lines IEEE ACCESS
Artículo2020 A Double EP-Based Proposal for Turbo Equalization IEEE SIGNAL PROCESSING LETTERS
Artículo2020 Channel equalization with expectation propagation at smoothing level IEEE TRANSACTIONS ON COMMUNICATIONS
Ponencia2020 Improving offline HTR in small datasets by purging unreliable labels International Conference on Handwriting Recognition
Artículo2019 Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes IEEE Transactions on Signal Processing
Artículo2019 Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems IEEE WIRELESS COMMUNICATIONS LETTERS
Artículo2019 The Generalized Complex Kernel Least-Mean-Square Algorithm IEEE Transactions on Signal Processing
Ponencia2018 Boosting Handwriting Text Recognition in Small Databases with Transfer Learning PROCEEDINGS 2018 16TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR)
Artículo2018 Complex Gaussian Processes for Regression IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Artículo2018 Equalization with Expectation Propagation at Smoothing Level IEEE Transactions on Signal Processing
Ponencia2018 Inference in deep Gaussian processes using stochastic gradient hamiltonian Monte Carlo Advances in Neural Information Processing Systems
Artículo2018 On the power spectral density applied to the analysis of old canvases SIGNAL PROCESSING
Ponencia2018 Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017
Artículo2018 Turbo EP-Based Equalization: A Filter-Type Implementation IEEE TRANSACTIONS ON COMMUNICATIONS
Artículo2017 Expectation Propagation as Turbo Equalizer in ISI Channels IEEE TRANSACTIONS ON COMMUNICATIONS
Artículo2017 Probabilistic Equalization With a Smoothing Expectation Propagation Approach IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
Artículo2017 Widely Linear Complex-Valued Kernel Methods for Regression IEEE Transactions on Signal Processing
Ponencia2016 Predictive analytics in business intelligence systems via gaussian processes for regression Communications in Computer and Information Science
Artículo2015 Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime IEEE COMMUNICATIONS LETTERS
Artículo2015 Blind Low Complexity Time-Of-Arrival Estimation Algorithm for UWB Signals IEEE SIGNAL PROCESSING LETTERS
Ponencia2015 BLOCK EXPECTATION PROPAGATION EQUALIZATION FOR ISI CHANNELS 2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
Ponencia2015 Complex kernels for proper complex-valued signals: A review 2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
Ponencia2015 Gaussian process for regression in business intelligence: A fraud detection application IC3K 2015 - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Artículo2015 On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
Ponencia2014 Gaussian processes regressors for complex proper signals in digital communications Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop
Artículo2013 Gaussian Processes for Nonlinear Signal Processing IEEE SIGNAL PROCESSING MAGAZINE
Ponencia2013 Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation IEEE International Symposium on Information Theory - Proceedings
Libro2013 Problemas de radiocomunicación Problemas de radiocomunicación
Artículo2013 Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC IEEE TRANSACTIONS ON COMMUNICATIONS
Artículo2013 Tree-Structure Expectation Propagation for LDPC Decoding Over the BEC IEEE TRANSACTIONS ON INFORMATION THEORY
Artículo2013 Tree-Structured Expectation Propagation for LDPC Decoding over BMS Channels IEEE TRANSACTIONS ON COMMUNICATIONS
Artículo2012 Bayesian Equalization for LDPC Channel Decoding IEEE Transactions on Signal Processing
Ponencia2012 Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT)
Ponencia2012 Finite-length performance of spatially-coupled LDPC codes under TEP decoding 2012 IEEE INFORMATION THEORY WORKSHOP (ITW)
Artículo2012 Near the Cramer-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation IEEE Transactions on Vehicular Technology
Artículo2012 On the Design of LDPC-Convolutional Ensembles Using the TEP Decoder IEEE COMMUNICATIONS LETTERS
Artículo2012 Remote Detection of a Frequency Jammer Operating in the Down Link of a Cellular System WIRELESS PERSONAL COMMUNICATIONS
Artículo2012 Remote detection of interfered downlinks in wireless cellular systems TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES
Ponencia2012 Tree-structured expectation propagation for LDPC decoding over the AWGN channel 2012 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP)
Ponencia2011 Active learning of radiocommunication systems with the help of radio planning tools International Conference on Engineering Education and International Conference on Education and Educational Technologies - Proceedings
Ponencia2011 An application of tree-structured expectation propagation for channel decoding Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011
Ponencia2011 Capacity achieving LDPC ensembles for the TEP decoder in erasure channels IEEE International Symposium on Information Theory - Proceedings
Capítulo2011 Diseño preliminar de nuevo protocolo de funcionamiento para la elección y presentación de trabajos para la obtención del Título de Grado (FET I) Innovando en la docencia en ingeniería
Ponencia2011 MAP decoding for LDPC codes over the binary erasure channel 2011 IEEE INFORMATION THEORY WORKSHOP (ITW)
Artículo2011 Tree-Structured Expectation Propagation for Decoding Finite-Length LDPC Codes IEEE COMMUNICATIONS LETTERS
Ponencia2010 Bayesian BCJR for channel equalization and decoding Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2010
Ponencia2010 Channel Decoding with a Bayesian Equalizer 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY
Artículo2010 Joint Nonlinear Channel Equalization and Soft LDPC Decoding With Gaussian Processes IEEE Transactions on Signal Processing
Artículo2010 Strict Separability and Identifiability of a Class of ICA Models IEEE SIGNAL PROCESSING LETTERS
Corrección2010 Strict Separability and Identifiability of a Class of ICA Models (vol 17, pg 285, 2010) IEEE SIGNAL PROCESSING LETTERS
Ponencia2010 Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY
Ponencia2009 Analyzing signal strength versus quality levels in cellular systems: a case study in GSM. 2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS
Ponencia2009 BLIND ADAPTIVE CHANNEL ESTIMATION FOR OFDM SYSTEMS SPAWC: 2009 IEEE 10TH WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS
Artículo2009 Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems IEEE TRANSACTIONS ON COMMUNICATIONS
Ponencia2009 Soft LDPC decoding in nonlineard channels with Gaussian processes for classification 2009 17TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
Artículo2008 Digital communication receivers using Gaussian processes for machine learning EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING
Artículo2008 Nonlinear channel equalization with Gaussian processes for regression IEEE Transactions on Signal Processing
Artículo2008 Nuevos retos en la utilización del espectro electromagnético: tecnologías de radio cognitiva Bit
Ponencia2007 Accurate posterior probability estimates for channel equalization using Gaussian processes for classification IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
Artículo2007 Independent component analysis in the blind watermarking of digital images NEUROCOMPUTING
Ponencia2007 Reduced complexity blind equalization schemes for ZP-OFDM systems IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
Ponencia2006 Gaussian processes for digital communications 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13
Ponencia2006 Gaussian Processes for regression in channel equalization 2006 14TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
Artículo2006 Optimal pairwise fourth-order independent component analysis IEEE Transactions on Signal Processing
Ponencia2006 Semi-blind multiuser detection in zero-padded OFDM-CDMA systems MULTI-CARRIER SPREAD-SPECTRUM
Ponencia2005 Gaussian Processes for multiuser detection in CDMA receivers Advances in Neural Information Processing Systems
Ponencia2005 Independent component analysis with optimized pairwise processing 13th European Signal Processing Conference, EUSIPCO 2005
Ponencia2005 Robust blind image watermarking with independent component analysis: A embedding algorithm Lecture Notes in Computer Science
Artículo2004 A sinusoidal contrast function for the blind separation of statistically independent sources IEEE Transactions on Signal Processing
Artículo2004 Blind source separation in the adaptive reduction of inter-channel interference for OFDM Lecture Notes in Computer Science
Ponencia2004 Classification of burn wounds using support vector machines MEDICAL IMAGING 2004: IMAGE PROCESSING, PTS 1-3
Artículo2004 Hybrid higher-order statistics learning in multiuser detection IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS
Ponencia2004 Independent component analysis based on marginal entropy approximations Intelligent Automations and Control: Trends Principles, and Applications, Vol 16
Ponencia2004 Independent component analysis based on marginal entropy approximations Intelligent Automation and Control Trends, Principles, and Applications - Proceedings of the Sixth Biannual World Automation Congress, WAC
Artículo2004 Independent component analysis in the watermarking of digital images Lecture Notes in Computer Science
Artículo2002 Median equivariant adaptive separation via independence: application to communications NEUROCOMPUTING
Ponencia2002 Natural gradient based blind multiuser detection 13TH IEEE INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOL 1-5, PROCEEDINGS
Ponencia2001 Adaptive blind joint source-phase separation in digital communications IEEE International Conference on Communications
Ponencia2001 Adaptive blind joint source-phase separation in digital communications 2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD
Ponencia2001 Adaptive blind multiuser detection in asynchronous CDMA IEEE VTC 53RD VEHICULAR TECHNOLOGY CONFERENCE, SPRING 2001, VOLS 1-4, PROCEEDINGS
Ponencia2001 Adaptive blind multiuser detection in asynchronous CDMA IEEE Vehicular Technology Conference
Artículo2001 Adaptive nonlinear compensation for CDMA communication systems IEEE Transactions on Vehicular Technology
Ponencia2001 Adaptive nonlinear equalization for CDMA communication systems 2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD
Ponencia2001 Adaptive nonlinear equalization for CDMA communication systems IEEE International Conference on Communications
Artículo2001 GCMAC-based predistortion for digital modulations IEEE TRANSACTIONS ON COMMUNICATIONS
Ponencia2001 Independent component analysis applied to digital image watermarking International Conference on Acoustics Speech and Signal Processing ICASSP
Ponencia2001 Independent Component Analysis applied to digital image watermarking 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS
Ponencia2001 Independent Component Analysis with sinusoidal fourth-order contrasts 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS
Ponencia2001 Independent component analysis with sinusoidal fourth-order contrasts International Conference on Acoustics Speech and Signal Processing ICASSP
Ponencia2001 Nonlinear equalizer for CDMA in fading channels IEEE Vehicular Technology Conference
Ponencia2001 Nonlinear equalizer for CDMA in fading channels IEEE VTC 53RD VEHICULAR TECHNOLOGY CONFERENCE, SPRING 2001, VOLS 1-4, PROCEEDINGS
Artículo2000 Improving stability in blind source separation with stochastic median gradient ELECTRONICS LETTERS
Ponencia1999 Applying GCMAC to predistortion in GSM base stations ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI
Artículo1999 Compensation for nonlinearities in third-generation mobile systems ELECTRONICS LETTERS
Capítulo1999 Digital linearization of UMTS transmitters Fith Baiona Workshop on Emerging Technologies in Telecommunications: based on the proceedings of a conference organized by the University of Vigo, held at Baiona in September 1999
Ponencia1999 GCMAC based predistortion architectures for personal mobile systems IEEE International Conference on Communications
Artículo1999 Techniques for reducing false alarms in infrared forest-fire automatic detection systems CONTROL ENGINEERING PRACTICE

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
14/09/2007 14/09/2008 Investigador/a PROYECTO MINERVA 1/C009-29 (SR-0572/2007) Junta de Andalucía (Consejería de Innovación, Ciencia y Empresas) (Autonómico)
01/01/2013 31/12/2015 Responsable Avances en Aprendizaje, Comunicaciones y Teoría de la Información (TEC2012-38800-C03-02) Ministerio de Economía y Competitividad (Nacional)
01/09/2007 28/02/2008 Responsable Relación entre potencia y tráfico en redes GSM/GPRS (SR-0573/2007) Junta de Andalucía (Consejería de Innovación, Ciencia y Empresas) (Autonómico)
01/01/2010 31/07/2013 Responsable Distribuited learning comunicationand information processing (TEC2009-14504-C02-02) Ministerio de Ciencia e Innovación (Nacional)
01/10/2006 30/09/2009 Responsable Monitorización inteligente (TEC2006-13514-C02-02) Ministerio de Educación y Ciencia (Nacional)
15/12/2008 31/12/2014 Responsable Programa Consolider-Ingenio 2010: Comonsens (CSD2008-00010) Ministerio de Ciencia e Innovación (Nacional)
15/11/2003 15/11/2006 Responsable Estadísticos de orden superior en receptores de comunicaciones digitales de tercera generación (TIC2003-03781) Ministerio de Ciencia y Tecnología (Nacional)
01/03/2008 28/02/2009 Responsable Relación entre potencia y traficoen 2.5/3G y su impacto en redes de acceso a nueva generación (POTRA II) (SR-0573/2008) Junta de Andalucía (Autonómico)
30/12/2016 29/12/2019 Responsable Decodificación Iterativa en Longitud Finita: Límites Fundamentales, Construcciones Prácticas e Inferencia (TEC2016-78434-C3-2-R) Ministerio de Economía y Competitividad (Nacional)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
02/07/2003 30/09/2003 Responsable Curso de formación en Radiocomunicaciones (C-173/2003) Izar Construcciones Navales S.A. (Nacional)
15/01/2010 15/01/2012 Investigador/a Soporte al sistema de visión y de control remoto de un vehículo de tierra no tripulado. (0623/0263) Militartecnologie Dienst Und Uberwachung S.A. (Local)
01/03/2007 28/02/2008 Responsable Estudio y desarrollo de un sistema de comunicaciones móviles privado en situaciones privado en situaciones especiales (ES-0539/2007) Estudio de Ingeniería EMAR S.L. (Local)
01/06/2007 31/05/2008 Investigador/a Estudio teórico y desarrollo software y hardware de un dispositivo de corto alcance para localización (PI-0334/2007) Visión de Sistemas de Localización S.L. (Local)

Ayudas

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
02/07/2012 06/07/2012 Responsable "International Symposium on Information Theory". Cambridge (EEUU) (PP2012-06-050) Universidad de Sevilla (Local)
24/01/2010 25/01/2010 Responsable Comonsens Workshop-Fall 2011 (PP2010-01-042) Universidad de Sevilla (Local)