Juan José Murillo-Fuentes

According to our database1, Juan José Murillo-Fuentes authored at least 73 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems.
IEEE Wireless Commun. Letters, 2019

Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes.
IEEE Trans. Signal Processing, 2019

The Generalized Complex Kernel Least-Mean-Square Algorithm.
IEEE Trans. Signal Processing, 2019

2018
Complex Gaussian Processes for Regression.
IEEE Trans. Neural Netw. Learning Syst., 2018

Turbo EP-Based Equalization: A Filter-Type Implementation.
IEEE Trans. Communications, 2018

On the power spectral density applied to the analysis of old canvases.
Signal Processing, 2018

Equalization with Expectation Propagation at Smoothing Level.
CoRR, 2018

Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Boosting Handwriting Text Recognition in Small Databases with Transfer Learning.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

2017
Probabilistic Equalization With a Smoothing Expectation Propagation Approach.
IEEE Trans. Wireless Communications, 2017

Widely Linear Complex-Valued Kernel Methods for Regression.
IEEE Trans. Signal Processing, 2017

Expectation Propagation as Turbo Equalizer in ISI Channels.
IEEE Trans. Communications, 2017

Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Complex-Valued Kernel Methods for Regression.
CoRR, 2016

2015
Blind Low Complexity Time-Of-Arrival Estimation Algorithm for UWB Signals.
IEEE Signal Process. Lett., 2015

Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime.
IEEE Communications Letters, 2015

On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks.
EURASIP J. Wireless Comm. and Networking, 2015

Proper Complex Gaussian Processes for Regression.
CoRR, 2015

Complex-Valued Gaussian Processes for Regression: A Widely Non-Linear Approach.
CoRR, 2015

Predictive Analytics in Business Intelligence Systems via Gaussian Processes for Regression.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2015

Gaussian Process for Regression in Business Intelligence: A Fraud Detection Application.
Proceedings of the KMIS 2015, 2015

Block expectation propagation equalization for ISI channels.
Proceedings of the 23rd European Signal Processing Conference, 2015

Complex kernels for proper complex-valued signals: A review.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Gaussian processes regressors for complex proper signals in digital communications.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013
Tree-Structure Expectation Propagation for LDPC Decoding Over the BEC.
IEEE Trans. Information Theory, 2013

Tree-Structured Expectation Propagation for LDPC Decoding over BMS Channels.
IEEE Trans. Communications, 2013

Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC.
IEEE Trans. Communications, 2013

Gaussian Processes for Nonlinear Signal Processing: An Overview of Recent Advances.
IEEE Signal Process. Mag., 2013

Gaussian Processes for Nonlinear Signal Processing
CoRR, 2013

Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
Remote Detection of a Frequency Jammer Operating in the Down Link of a Cellular System.
Wireless Personal Communications, 2012

Near the Cramér-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation.
IEEE Trans. Vehicular Technology, 2012

Bayesian Equalization for LDPC Channel Decoding.
IEEE Trans. Signal Processing, 2012

On the Design of LDPC-Convolutional Ensembles Using the TEP Decoder.
IEEE Communications Letters, 2012

Remote detection of interfered downlinks in wireless cellular systems.
Trans. Emerging Telecommunications Technologies, 2012

Tree-structured expectation propagation for LDPC decoding over the AWGN channel.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Finite-length performance of spatially-coupled LDPC codes under TEP decoding.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011
Tree-Structured Expectation Propagation for Decoding Finite-Length LDPC Codes.
IEEE Communications Letters, 2011

An Application of Tree-Structured Expectation Propagation for Channel Decoding.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

MAP decoding for LDPC codes over the binary erasure channel.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Capacity achieving LDPC ensembles for the TEP decoder in erasure channels.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes.
IEEE Trans. Signal Processing, 2010

Corrections to "Strict Separability and Identifiability of a Class of ICA Models" [Mar 10 285-288].
IEEE Signal Process. Lett., 2010

Strict Separability and Identifiability of a Class of ICA Models.
IEEE Signal Process. Lett., 2010

Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels
CoRR, 2010

Channel decoding with a Bayesian equalizer.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Gaussian process regressors for multiuser detection in DS-CDMA systems.
IEEE Trans. Communications, 2009

Analyzing signal strength versus quality levels in cellular systems: A case study in GSM.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

Soft LDPC decoding in nonlinear channels with Gaussian processes for classification.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Nonlinear Channel Equalization With Gaussian Processes for Regression.
IEEE Trans. Signal Processing, 2008

Digital Communication Receivers Using Gaussian Processes for Machine Learning.
EURASIP J. Adv. Sig. Proc., 2008

2007
Independent component analysis in the blind watermarking of digital images.
Neurocomputing, 2007

2006
Optimal Pairwise Fourth-Order Independent Component Analysis.
IEEE Trans. Signal Processing, 2006

Gaussian Processes for Digital Communications.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Gaussian Processes for regression in channel equalization.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Gaussian Processes for Multiuser Detection in CDMA receivers.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Independent component analysis with optimized pairwise processing.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
A sinusoidal contrast function for the blind separation of statistically independent sources.
IEEE Trans. Signal Processing, 2004

Hybrid higher-order statistics learning in multiuser detection.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2004

Independent Component Analysis in the Watermarking of Digital Images.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Blind Source Separation in the Adaptive Reduction of Inter-channel Interference for OFDM.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2002
Median equivariant adaptive separation via independence: application to communications.
Neurocomputing, 2002

Natural gradient based blind multiuser detection.
Proceedings of the 13th IEEE International Symposium on Personal, 2002

2001
Adaptive nonlinear compensation for CDMA communication systems.
IEEE Trans. Vehicular Technology, 2001

GCMAC-based predistortion for digital modulations.
IEEE Trans. Communications, 2001

Adaptive blind joint source-phase separation in digital communications.
Proceedings of the IEEE International Conference on Communications, 2001

Adaptive nonlinear equalization for CDMA communication systems.
Proceedings of the IEEE International Conference on Communications, 2001

Independent component analysis with sinusoidal fourth-order contrasts.
Proceedings of the IEEE International Conference on Acoustics, 2001

Independent component analysis applied to digital image watermarking.
Proceedings of the IEEE International Conference on Acoustics, 2001

1999
Applying GCMAC to predistortion in GSM base stations.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999


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