Miguel R. D. Rodrigues
According to our database^{1},
Miguel R. D. Rodrigues
authored at least 136 papers
between 2002 and 2020.
Collaborative distances:
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at twitter.com

at orcid.org

at ee.ucl.ac.uk
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Bibliography
2020
Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation.
IEEE Trans. Signal Process., 2020
IEEE Trans. Medical Imaging, 2020
Multimodal Image SuperResolution via Joint Sparse Representations Induced by Coupled Dictionaries.
IEEE Trans. Computational Imaging, 2020
Accurate, Very Low Computational Complexity Spike Sorting Using Unsupervised Matched Subspace Learning.
IEEE Trans. Biomed. Circuits and Systems, 2020
CoRR, 2020
A Connected AutoEncoders Based Approach for Image Separation with Side Information: With Applications to Art Investigation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Compressive Sensing With Side Information: How to Optimally Capture This Extra Information for GMM Signals?
IEEE Trans. Signal Process., 2018
Introduction to the Issue on InformationTheoretic Methods in Data Acquisition, Analysis, and Processing.
IEEE J. Sel. Top. Signal Process., 2018
CoRR, 2018
CoRR, 2018
Data aggregation and recovery for the Internet of Things: A compressive demixing approach.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Source Separation in the Presence of Side Information: Necessary and Sufficient Conditions for Reliable DeMixing.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Inf. Theory, 2017
MultiModal Dictionary Learning for Image Separation With Application in Art Investigation.
IEEE Trans. Image Process., 2017
Heterogeneous Networked Data Recovery From Compressive Measurements Using a Copula Prior.
IEEE Trans. Communications, 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification.
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
AdaptiveRate Reconstruction of TimeVarying Signals With Application in Compressive Foreground Extraction.
IEEE Trans. Signal Process., 2016
Classification and Reconstruction of HighDimensional Signals From LowDimensional Features in the Presence of Side Information.
IEEE Trans. Inf. Theory, 2016
CoRR, 2016
Measurement matrix design for compressive sensing with side information at the encoder.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
On the design of linear projections for compressive sensing with side information.
Proceedings of the IEEE International Symposium on Information Theory, 2016
InternetofThings data aggregation using compressed sensing with side information.
Proceedings of the 23rd International Conference on Telecommunications, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A general framework for reconstruction and classification from compressive measurements with side information.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Signal reconstruction in the presence of side information: The impact of projection kernel design.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 Data Compression Conference, 2016
2015
Discrimination on the Grassmann Manifold: Fundamental Limits of Subspace Classifiers.
IEEE Trans. Inf. Theory, 2015
IEEE Signal Process. Lett., 2015
Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements.
SIAM J. Imaging Sci., 2015
AdaptiveRate Sparse Signal Reconstruction With Application in Compressive Background Subtraction.
CoRR, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Mismatch in the classification of linear subspaces: Upper bound to the probability of error.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Classification and reconstruction of compressed GMM signals with side information.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Dynamic sparse state estimation using ℓ1ℓ1 minimization: Adaptiverate measurement bounds, algorithms and applications.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Reconstruction of Signals Drawn From a Gaussian Mixture Via Noisy Compressive Measurements.
IEEE Trans. Signal Process., 2014
A Bregman Matrix and the Gradient of Mutual Information for Vector Poisson and Gaussian Channels.
IEEE Trans. Inf. Theory, 2014
MultipleAntenna Fading Channels With Arbitrary Inputs: Characterization and Optimization of the Information Rate.
IEEE Trans. Inf. Theory, 2014
Fading Channels With Arbitrary Inputs: Asymptotics of the Constrained Capacity and Information and Estimation Measures.
IEEE Trans. Inf. Theory, 2014
IET Communications, 2014
Classification and Reconstruction of HighDimensional Signals from LowDimensional Noisy Features in the Presence of Side Information.
CoRR, 2014
Compressive Classification of a Mixture of Gaussians: Analysis, Designs and Geometrical Interpretation.
CoRR, 2014
Compressed Sensing with Prior Information: Optimal Strategies, Geometry, and Bounds.
CoRR, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Latent sentiment detection in Online Social Networks: A communicationsoriented view.
Proceedings of the IEEE International Conference on Communications, 2014
Informationtheoretic criteria for the design of compressive subspace classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2014
Compressed sensing with side information: Geometrical interpretation and performance bounds.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
IEEE Trans. Signal Process., 2013
Projection Design for Statistical Compressive Sensing: A Tight Frame Based Approach.
IEEE Trans. Signal Process., 2013
Dictionary Learning With Optimized Projection Design for Compressive Sensing Applications.
IEEE Signal Process. Lett., 2013
Reconstruction of Signals Drawn from a Gaussian Mixture from Noisy Compressive Measurements: MMSE Phase Transitions and Beyond.
CoRR, 2013
Unlocking Energy Neutrality in Energy Harvesting Wireless Sensor Networks: An Approach Based on Distributed Compressed Sensing.
CoRR, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Informationtheoretic limits on the classification of Gaussian mixtures: Classification on the Grassmann manifold.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Generalized Bregman divergence and gradient of mutual information for vector Poisson channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Characterization and optimization of the constrained capacity of coherent fading channels driven by arbitrary inputs: A Mellin transform based asymptotic approach.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013
Power allocation strategies for OFDM Gaussian wiretap channels with a friendly jammer.
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Towards energy neutrality in energy harvesting wireless sensor networks: A case for distributed compressive sensing?
Proceedings of the 2013 IEEE Global Communications Conference, 2013
Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
A Frechet Mean Approach for Compressive Sensing Date Acquisition and Reconstruction in Wireless Sensor Networks.
IEEE Trans. Wireless Communications, 2012
On the Use of UnitNorm Tight Frames to Improve the Average MSE Performance in Compressive Sensing Applications.
IEEE Signal Process. Lett., 2012
CommunicationsInspired Projection Design with Application to Compressive Sensing.
SIAM J. Imaging Sci., 2012
Coherent Fading Channels Driven by Arbitrary Inputs: Asymptotic Characterization of the Constrained Capacity and Related Information and EstimationTheoretic Quantities.
CoRR, 2012
A zerosum power allocation game in the parallel Gaussian wiretap channel with an unfriendly jammer.
Proceedings of the ICCS'12: The 12th International Conference on Communication Systems, 2012
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012
Filter design with secrecy constraints: Zeroforcing constraint at the legitimate receiver.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Characterization of the constrained capacity of multipleantenna fading coherent channels driven by arbitrary inputs.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
On the benefit of using tight frames for robust data transmission and compressive data gathering in wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
On the design of optimized projections for sensing sparse signals in overcomplete dictionaries.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Towards the improvement of diagnostic metrics Fault diagnosis for DSLBased IPTV networks using the Rényi entropy.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2011
IEEE Trans. Inf. Forensics Secur., 2011
Characterization of Demapper EXIT Functions with BEC a priori Information with Applications to BICMID.
IEEE Trans. Communications, 2011
Filter Design with Secrecy Constraints: The Degraded MultipleInput MultipleOutput Gaussian Wiretap Channel.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011
On the constrained capacity of multiantenna fading coherent channels with discrete inputs.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of IEEE International Conference on Communications, 2011
Filter design with secrecy constraints: The multipleinput multipleoutput Gaussian wiretap channel with zero forcing receive filters.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Design of filters for reliable and secure communications conditional mean estimation at the eavesdropper.
Proceedings of EUROCON 2011, 2011
2010
MIMO Gaussian channels with arbitrary inputs: optimal precoding and power allocation.
IEEE Trans. Inf. Theory, 2010
Performancecomplexity tradeoff of convolutional codes for broadband fixed wireless access systems.
IET Communications, 2010
IEEE Communications Letters, 2010
Proceedings of the IEEE 21st International Symposium on Personal, 2010
Modelling the decoder and demapper EXIT chart curves in BICMID systems: BEC approximations.
Proceedings of the IEEE International Symposium on Information Theory, 2010
On Wireless Channels with MAntenna Eavesdroppers: Characterization of the Outage Probability and Outage Secrecy Capacity.
Proceedings of the Global Communications Conference, 2010
2009
IEEE Trans. Communications, 2009
Analysis and design of punctured rate1/2 turbo codes exhibiting low error floors.
IEEE J. Sel. Areas Commun., 2009
Investigation of a Semidefinite Programming detection for a spectrally efficient FDM system.
Proceedings of the IEEE 20th International Symposium on Personal, 2009
On multipleinput multipleoutput Gaussian channels with arbitrary inputs subject to jamming.
Proceedings of the IEEE International Symposium on Information Theory, 2009
Spectrally Efficient FDM Signals: Bandwidth Gain at the Expense of Receiver Complexity.
Proceedings of IEEE International Conference on Communications, 2009
2008
IEEE Trans. Inf. Theory, 2008
IET Communications, 2008
Multipleinput multipleoutput Gaussian channels: Optimal covariance for nonGaussian inputs.
Proceedings of the 2008 IEEE Information Theory Workshop, 2008
Proceedings of IEEE International Conference on Communications, 2008
Filter Design with Secrecy Constraints: The Degraded Parallel Gaussian Wiretap Channel.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
A combined MMSEML detection for a spectrally efficient non orthogonal FDM signal.
Proceedings of the 5th International ICST Conference on Broadband Communications, 2008
2007
IEEE Trans. Broadcast., 2007
IET Communications, 2007
Can Punctured Rate1/2 Turbo Codes Achieve a Lower Error Floor than their Rate1/3 Parent Codes?
CoRR, 2007
On the Performance of Iterative Demapping and Decoding Techniques over QuasiStatic Fading Channels.
Proceedings of the IEEE 18th International Symposium on Personal, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
A Union Bound Approximation for Rapid Performance Evaluation of Punctured Turbo Codes.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
2006
IMD reduction with SLM and PTS to improve the errorprobability performance of nonlinearly distorted OFDM signals.
IEEE Trans. Veh. Technol., 2006
CoRR, 2006
CoRR, 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Proceedings of IEEE International Conference on Communications, 2006
2005
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
2004
SLM and PTS based on an IMD reduction strategy to improve the error probability performance of nonlinearly distorted OFDM signals.
Proceedings of IEEE International Conference on Communications, 2004
2002
Performance assessment of MCCDMA and MCDSCDMA in the presence of high power amplifier nonlinearities.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002