Joaquín Míguez

130 papers A 2B 2C 2Misc 12Journal 64Unranked 47
YearRankTypeTitle / Venue / Authors
2025 — conf
Active-Subspace Particle Filtering for Efficient Inference in High-Dimensional State-Space Models.
CAMSAP
Petar M. Djuric, Nahid Shirdel Abdolmaleki, Anand Ravishankar, Joaquín Míguez
2025 J jnl
Data-driven informative priors for Bayesian inference with quasi-periodic data.
CoRR
Javier López-Santiago, Luca Martino, Joaquín Míguez, Gonzalo Vazquez-Vilar
2025 J jnl
Explicit Density Approximation for Neural Implicit Samplers Using a Bernstein-Based Convex Divergence.
CoRR
José Manuel de Frutos, Manuel A. Vázquez, Pablo M. Olmos, Joaquín Míguez
2025 J jnl
Nudging state-space models for Bayesian filtering under misspecified dynamics.
Stat. Comput.
Fabián González, Ömer Deniz Akyildiz, Dan Crisan, Joaquín Míguez
2024 — conf
A Bayesian-Inspired Approach to Passive Radar Detection.
IEEECONF
David Ramírez, Joaquín Míguez, Ignacio Santamaría, Louis L. Scharf
2024 J jnl
Gaussian entropic optimal transport: Schrödinger bridges and the Sinkhorn algorithm.
CoRR
Ömer Deniz Akyildiz, Pierre Del Moral, Joaquín Míguez
2024 J jnl
Maximum likelihood inference for a class of discrete-time Markov switching time series models with multiple delays.
EURASIP J. Adv. Signal Process.
José. A. Martínez-Ordoñez, Javier López-Santiago, Joaquín Míguez
2024 J jnl
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss.
CoRR
José Manuel de Frutos, Manuel A. Vázquez, Pablo M. Olmos, Joaquín Míguez
2024 J jnl
Sequential Discretization Schemes for a Class of Stochastic Differential Equations and their Application to Bayesian Filtering.
SIAM J. Numer. Anal.
Ömer Deniz Akyildiz, Dan Crisan, Joaquín Míguez
2024 A conf
Training Implicit Generative Models via an Invariant Statistical Loss.
AISTATS
José Manuel de Frutos, Pablo M. Olmos, Manuel Alberto Vazquez Lopez, Joaquín Míguez
2024 J jnl
Training Implicit Generative Models via an Invariant Statistical Loss.
CoRR
José Manuel de Frutos, Pablo M. Olmos, Manuel A. Vázquez, Joaquín Míguez
2023 — conf
A Sequential Monte Carlo Method for Parameter Estimation in Nonlinear Stochastic PDE's with Periodic Boundary Conditions.
CAMSAP
Joaquín Míguez, Harold Y. Molina-Bulla, Inés P. Mariño
2023 J jnl
Polynomial Propagation of Moments in Stochastic Differential Equations.
SIAM J. Appl. Dyn. Syst.
Alberto López-Yela, Joaquín Míguez
2022 J jnl
Space-sequential particle filters for high-dimensional dynamical systems described by stochastic differential equations.
CoRR
Deniz Akyildiz, Dan Crisan, Joaquín Míguez
2021 J jnl
Automatic tempered posterior distributions for Bayesian inversion problems.
CoRR
Luca Martino, Fernando Llorente, Ernesto Curbelo, Javier López-Santiago, Joaquín Míguez
2021 J jnl
Convergence rates for optimised adaptive importance samplers.
Stat. Comput.
Ömer Deniz Akyildiz, Joaquín Míguez
2021 J jnl
Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models.
Signal Process.
Sara Pérez-Vieites, Joaquín Míguez
2021 J jnl
On the performance of particle filters with adaptive number of particles.
Stat. Comput.
Víctor Elvira, Joaquín Míguez, Petar M. Djuric
2021 J jnl
Polynomial propagation of moments in stochastic differential equations.
CoRR
Alberto López-Yela, Joaquín Míguez
2020 C conf
A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models.
FUSION
Sara Pérez-Vieites, Joaquín Míguez
2020 — conf
Kalman-based nested hybrid filters for recursive inference in state-space models.
EUSIPCO
Sara Pérez-Vieites, Joaquín Míguez
2020 J jnl
Nudging the particle filter.
Stat. Comput.
Ömer Deniz Akyildiz, Joaquín Míguez
2020 J jnl
Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization.
Stat. Comput.
Ömer Deniz Akyildiz, Dan Crisan, Joaquín Míguez
2020 J jnl
Stable Approximation Schemes for Optimal Filters.
SIAM/ASA J. Uncertain. Quantification
Dan Crisan, Alberto López-Yela, Joaquín Míguez
2019 J jnl
A Probabilistic Incremental Proximal Gradient Method.
IEEE Signal Process. Lett.
Ömer Deniz Akyildiz, Emilie Chouzenoux, Víctor Elvira, Joaquín Míguez
2019 J jnl
Bayesian Computation Methods for Inference in Stochastic Kinetic Models.
Complex.
Eugenia Koblents, Inés P. Mariño, Joaquín Míguez
2019 J jnl
Dictionary filtering: a probabilistic approach to online matrix factorisation.
Signal Image Video Process.
Ömer Deniz Akyildiz, Joaquín Míguez
2019 — conf
Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo.
CAMSAP
Joaquín Míguez, Lucas Lacasa, José A. Martínez-Ordóñer, Inés P. Mariño
2019 — conf
Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering.
CAMSAP
Sara Pérez-Vieites, Jordi Vilà-Valls, Mónica F. Bugallo, Joaquín Míguez, Pau Closas
2018 — conf
A Comparison Of Clipping Strategies For Importance Sampling.
SSP
Luca Martino, Victor Elvira, Joaquín Míguez, Antonio Artés-Rodríguez, Petar M. Djuric
2018 — conf
A Probabilistic Approach for Adaptive State-Space Partitioning.
SSP
Jordi Vilà-Valls, Pau Closas, Mónica F. Bugallo, Joaquín Míguez
2018 J jnl
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models.
Signal Process.
Joaquín Míguez, Inés P. Mariño, Manuel A. Vázquez
2018 Misc conf
Distributed Multiple Gaussian Filtering for Multiple Target Localization in Wireless Sensor Networks.
ACSSC
Jordi Vilà-Valls, Pau Closas, Mónica F. Bugallo, Joaquín Míguez
2018 J jnl
On the performance of parallelisation schemes for particle filtering.
EURASIP J. Adv. Signal Process.
Dan Crisan, Joaquín Míguez, Gonzalo R. Ríos-Muñoz
2018 — conf
Particle Filter Tracking of Complex Stochastic Systems Applied to In Silico Wavefront Propagation.
CinC
Gonzalo R. Ríos-Muñoz, Antonio Artés-Rodríguez, Joaquín Míguez
2018 Misc conf
The Incremental Proximal Method: A Probabilistic Perspective.
ICASSP
Ömer Deniz Akyildiz, Victor Elvira, Joaquín Míguez
2017 J jnl
A robust scheme for distributed particle filtering in wireless sensors networks.
Signal Process.
Manuel A. Vázquez, Joaquín Míguez
2017 J jnl
Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment.
IEEE Trans. Signal Process.
Victor Elvira, Joaquín Míguez, Petar M. Djuric
2017 J jnl
Adaptive Importance Sampling: The past, the present, and the future.
IEEE Signal Process. Mag.
Mónica F. Bugallo, Victor Elvira, Luca Martino, David Luengo, Joaquín Míguez, Petar M. Djuric
2017 — conf
Adaptive noisy importance sampling for stochastic optimization.
CAMSAP
Ömer Deniz Akyildiz, Inés P. Mariño, Joaquín Míguez
2017 — conf
On the performance of nonlinear importance samplers and population Monte Carlo schemes.
DSP
Joaquín Míguez
2016 J jnl
A nonlinear population Monte Carlo scheme for the Bayesian estimation of parameters of α-stable distributions.
Comput. Stat. Data Anal.
Eugenia Koblents, Joaquín Míguez, Marco A. Rodríguez, Alexandra M. Schmidt
2016 — conf
A novel algorithm for adapting the number of particles in particle filtering.
SAM
Victor Elvira, Joaquín Míguez, Petar M. Djuric
2016 J jnl
A proof of uniform convergence over time for a distributed particle filter.
Signal Process.
Joaquín Míguez, Manuel A. Vázquez
2016 J jnl
On the use of the channel second-order statistics in MMSE receivers for time- and frequency-selective MIMO transmission systems.
EURASIP J. Wirel. Commun. Netw.
Manuel A. Vázquez, Joaquín Míguez
2016 Misc conf
Online adaptation of the number of particles of SMC methods.
ICASSP
Victor Elvira, Joaquín Míguez, Petar M. Djuric
2016 J jnl
Stability analysis and robust control of heart beat rate during treadmill exercise.
Autom.
Mohammad Mostafa Asheghan, Joaquín Míguez
2015 — conf
A nonlinear population Monte Carlo scheme for Bayesian parameter estimation in a stochastic intercellular network model.
CAMSAP
Joaquín Míguez, Inés P. Mariño
2015 J jnl
A population Monte Carlo scheme with transformed weights and its application to stochastic kinetic models.
Stat. Comput.
Eugenia Koblents, Joaquín Míguez
2015 — conf
Particle filtering for Bayesian parameter estimation in a high dimensional state space model.
EUSIPCO
Joaquín Míguez, Dan Crisan, Inés P. Mariño
2014 J jnl
A distributed particle filter for nonlinear tracking in wireless sensor networks.
Signal Process.
Jesse Read, Katrin Achutegui, Joaquín Míguez
2014 — conf
On the uniform asymptotic convergence of a distributed particle filter.
SAM
Joaquín Míguez
2013 Misc conf
A population Monte Carlo scheme for computational inference in high dimensional spaces.
ICASSP
Eugenia Koblents, Joaquín Míguez
2013 J jnl
On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization.
Stat. Comput.
Joaquín Míguez, Dan Crisan, Petar M. Djuric
2013 J jnl
On the maximum likelihood estimation of the ToA under an imperfect path loss exponent.
EURASIP J. Wirel. Commun. Netw.
Isabel Valera, Bamrung Tau Sieskul, Joaquín Míguez
2013 — conf
Particle filtering with transformed weights.
CAMSAP
Joaquín Míguez, Eugenia Koblents
2013 — conf
Robust mixture populationmonte Carlo scheme with adaptation of the number of components.
EUSIPCO
Eugenia Koblents, Joaquín Míguez
2013 J jnl
User Activity Tracking in DS-CDMA Systems.
IEEE Trans. Veh. Technol.
Manuel A. Vázquez, Joaquín Míguez
2012 J jnl
A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers.
IEEE Trans. Signal Process.
Cristina S. Maiz, Elisa M. Molanes-Lopez, Joaquín Míguez, Petar M. Djuric
2012 J jnl
A multi-model sequential Monte Carlo methodology for indoor tracking: Algorithms and experimental results.
Signal Process.
Katrin Achutegui, Joaquín Míguez, Javier Rodas, Carlos J. Escudero
2012 — ed.
Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers
MOBILIGHT
Javier Del Ser, Eduard A. Jorswieck, Joaquín Míguez, Marja Matinmikko, Daniel P. Palomar, Sancho Salcedo-Sanz, Sergio Gil-Lopez
2011 J jnl
A Per-Survivor Processing Receiver for MIMO Transmission Systems With One Unknown Channel Order Per Output.
IEEE Trans. Veh. Technol.
Manuel A. Vázquez, Joaquín Míguez
2011 J jnl
A generalization of the adaptive rejection sampling algorithm.
Stat. Comput.
Luca Martino, Joaquín Míguez
2011 — conf
A parallel resampling scheme and its application to distributed particle filtering in wireless networks.
CAMSAP
Katrin Achutegui, Joaquín Míguez
2011 — conf
A population Monte Carlo method for Bayesian inference and its application to stochastic kinetic models.
EUSIPCO
Eugenia Koblents, Joaquín Míguez
2011 — conf
Bayesian Filtering Methods for Target Tracking in Mixed Indoor/Outdoor Environments.
MOBILIGHT
Katrin Achutegui, Javier Rodas, Carlos J. Escudero, Joaquín Míguez
2011 Misc conf
Efficient distributed resampling for particle filters.
ICASSP
Balakumar Balasingam, Miodrag Bolic, Petar M. Djuric, Joaquín Míguez
2010 C conf
A model-switching sequential Monte Carlo algorithm for indoor tracking with experimental RSS data.
IPIN
Katrin Achutegui, Javier Rodas, Carlos J. Escudero, Joaquín Míguez
2010 — conf
A rejection sampling scheme for posterior probability distributions via the ratio-of-uniforms method.
EUSIPCO
Luca Martino, Joaquín Míguez
2010 — conf
Adaptive MLSD for MIMO transmission systems with unknown subchannel orders.
ISWCS
Manuel A. Vázquez, Joaquín Míguez
2010 J jnl
Analysis of a sequential Monte Carlo method for optimization in dynamical systems.
Signal Process.
Joaquín Míguez
2010 J jnl
Assessment of nonlinear dynamic models by Kolmogorov-Smirnov statistics.
IEEE Trans. Signal Process.
Petar M. Djuric, Joaquín Míguez
2010 Misc conf
Evaluation of a method's robustness.
ICASSP
Petar M. Djuric, Pau Closas, Mónica F. Bugallo, Joaquín Míguez
2010 J jnl
Generalized rejection sampling schemes and applications in signal processing.
Signal Process.
Luca Martino, Joaquín Míguez
2010 A conf
Maximum a posteriori voice conversion using sequential monte carlo methods.
INTERSPEECH
Elina Helander, Hanna Silén, Joaquín Míguez, Moncef Gabbouj
2009 — conf
A multi-model particle filtering algorithm for indoor tracking of mobile terminals using RSS data.
CCA/ISIC
Katrin Achutegui, Luca Martino, Javier Rodas, Carlos J. Escudero, Joaquín Míguez
2009 Misc conf
A novel rejection sampling scheme for posterior probability distributions.
ICASSP
Luca Martino, Joaquín Míguez
2009 J jnl
Maximum-Likelihood Sequence Detection in Time- and Frequency-Selective MIMO Channels With Unknown Order.
IEEE Trans. Veh. Technol.
Manuel A. Vázquez, Joaquín Míguez
2009 Misc conf
Model assessment with Kolmogorov-Smirnov statistics.
ICASSP
Petar M. Djuric, Joaquín Míguez
2009 — conf
New accept/reject methods for independent sampling from posterior probability distributions.
EUSIPCO
Luca Martino, Joaquín Míguez
2008 — conf
A per-survivor processing algorithm for maximum likelihood equalization of MIMO channels with unknown order.
WSA
Manuel A. Vázquez, Joaquín Míguez
2008 — conf
Analysis of a sequential Monte Carlo optimization methodology.
EUSIPCO
Joaquín Míguez
2008 J jnl
Sequential Monte Carlo methods for complexity-constrained MAP equalization of dispersive MIMO channels.
Signal Process.
Manuel A. Vázquez, Mónica F. Bugallo, Joaquín Míguez
2007 — conf
A Sequential Monte Carlo Method for Target Tracking in an Asynchronous Wireless Sensor Network.
WPNC
Mahesh Vemula, Joaquín Míguez, Antonio Artés-Rodríguez
2007 J jnl
Analysis of parallelizable resampling algorithms for particle filtering.
Signal Process.
Joaquín Míguez
2007 J jnl
Analysis of selection methods for cost-reference particle filtering with applications to maneuvering target tracking and dynamic optimization.
Digit. Signal Process.
Joaquín Míguez
2007 — conf
Distributed sequential Monte Carlo algorithms for node localization and target tracking in wireless sensor networks.
EUSIPCO
Joaquín Míguez, Antonio Artés-Rodríguez
2006 — conf
A Monte Carlo Method for Joint Node Location and Maneuvering Target Tracking in a Sensor Network.
ICASSP (4)
Joaquín Míguez, Antonio Artés-Rodríguez
2006 — conf
A particle filter for beacon-free node location and target tracking in sensor networks.
EUSIPCO
Joaquín Míguez, Antonio Artés-Rodríguez
2006 J jnl
Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics".
EURASIP J. Adv. Signal Process.
Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2006 J jnl
Particle Filtering Algorithms for Tracking a Maneuvering Target Using a Network of Wireless Dynamic Sensors.
EURASIP J. Adv. Signal Process.
Joaquín Míguez, Antonio Artés-Rodríguez
2006 — conf
SMC algorithms for approximate-map equalization of MIMO channels with polynomial complexity.
EUSIPCO
Manuel A. Vázquez, Joaquín Míguez
2005 — conf
A complexity-constrained particle filtering algorithm for MAP equalization of frequency-selective MIMO channels.
ICASSP (3)
Manuel A. Vázquez, Joaquín Míguez
2005 J jnl
A sequential Monte Carlo method for adaptive blind timing estimation and data detection.
IEEE Trans. Signal Process.
Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric
2005 — conf
Decision fusion for distributed target tracking using cost reference particle filtering.
EUSIPCO
Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2005 — conf
Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering.
ICASSP (4)
Joaquín Míguez, Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric
2005 J jnl
On the estimation of random unobserved signals by maximization of target likelihoods and its application to blind timing and phase recovery.
Digit. Signal Process.
Joaquín Míguez, Mónica F. Bugallo
2004 J jnl
A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics.
EURASIP J. Adv. Signal Process.
Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2004 — conf
A particle filter for blind timing recovery and data detection in fast fading wireless channels.
ICASSP (4)
Tadesse Ghirmai, Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric
2004 J jnl
A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels.
Signal Process.
Joaquín Míguez, Tadesse Ghirmai, Mónica F. Bugallo, Petar M. Djuric
2004 J jnl
Blind equalization of frequency-selective channels by sequential importance sampling.
IEEE Trans. Signal Process.
Joaquín Míguez, Petar M. Djuric
2004 — conf
Density assisted particle filters for state and parameter estimation.
ICASSP (2)
Petar M. Djuric, Mónica F. Bugallo, Joaquín Míguez
2004 — conf
Maneuvering target tracking using cost reference particle filtering.
ICASSP (3)
Mónica F. Bugallo, Shanshan Xu, Joaquín Míguez, Petar M. Djuric
2004 J jnl
Maximum Likelihood Turbo Iterative Channel Estimation for Space-Time Coded Systems and Its Application to Radio Transmission in Subway Tunnels.
EURASIP J. Adv. Signal Process.
Miguel González-López, Joaquín Míguez, Luis Castedo
2003 — conf
Decision feedback turbo equalization for space-time coded systems.
ICASSP (4)
Miguel González-López, Joaquín Míguez, Luis Castedo
2003 J jnl
Decision-feedback interference suppression in CDMA systems: a ML-based semiblind approach.
Signal Process.
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2003 — conf
Joint symbol detection and timing estimation using particle filtering.
ICASSP (4)
Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric
2003 J jnl
Particle filtering.
IEEE Signal Process. Mag.
Petar M. Djuric, Jayesh H. Kotecha, Jianqui Zhang, Yufei Huang, Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez
2003 J jnl
Space-time channel estimation and soft detection in time-varying multiaccess channels.
Signal Process.
Joaquín Míguez, Luis Castedo
2002 — conf
A novel channel coding scheme based on continuous-time chaotic dynamics.
DSP
Inés P. Mariño, Luis López, Joaquín Míguez, Miguel A. F. Sanjuán
2002 — conf
Blind equalization by sequential importance sampling.
ISCAS (1)
Joaquín Míguez, Petar M. Djuric
2002 Misc conf
Decision-Feedback semiblind channel equalization in Space-Time Coded systems.
ICASSP
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2002 — conf
Likelihood-based selection of filtering parameters.
EUSIPCO
Joaquín Míguez, Mónica F. Bugallo
2002 J jnl
Maximum Likelihood Unsupervised Source Separation in Gaussian Noise.
J. VLSI Signal Process.
Joaquín Míguez, Luis Castedo
2002 — conf
Parametric estimation of hidden signals by likelihood maximization.
DSP
Joaquín Míguez, Mónica F. Bugallo
2002 J jnl
Semiblind maximum-likelihood demodulation for CDMA systems.
IEEE Trans. Veh. Technol.
Joaquín Míguez, Luis Castedo
2002 J jnl
Semiblind space-time decoding in wireless communications: a maximum likelihood approach.
Signal Process.
Joaquín Míguez, Luis Castedo
2002 Misc conf
Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters.
ICASSP
Petar M. Djuric, Joaquín Míguez
2002 B conf
Turbo aided maximum likelihood channel estimation for space-time coded systems.
PIMRC
Miguel González-López, Joaquín Míguez, Luis Castedo
2001 J jnl
A maximum likelihood approach to blind multiuser interference cancellation.
IEEE Trans. Signal Process.
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2001 — conf
A novel blind diversity combining receiver for CDMA systems.
ISSPA
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2001 Misc conf
Semiblind decision-feedback multiuser interference cancellation based on the maximum likelihood principle.
ICASSP
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2001 J jnl
Semiblind linear multiuser interference cancellation: a maximum likelihood approach.
Signal Process.
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2000 — conf
A semiblind approach to optimum multiuser detection.
EUSIPCO
Joaquín Míguez, Mónica F. Bugallo, Luis Castedo
2000 — conf
An information theoretic approach to blind Multiple Access Interference suppression.
EUSIPCO
Mónica F. Bugallo, Joaquín Míguez, Luis Castedo
2000 Misc conf
Blind and semiblind optimum demodulation in multiuser communications.
ICASSP
Joaquín Míguez, Luis Castedo
1998 — conf
A constant modulus approach to multiple access interference rejection.
EUSIPCO
Joaquín Míguez, Luis Castedo
1998 J jnl
A constant modulus blind adaptive receiver for multiuser interference suppression.
Signal Process.
Joaquín Míguez, Luis Castedo
1998 J jnl
A linearly constrained constant modulus approach to blind adaptive multiuser interference suppression.
IEEE Commun. Lett.
Joaquín Míguez, Luis Castedo
1998 B conf
Blind multiuser interference cancellation in multicarrier CDMA: a linearly constrained constant modulus approach.
PIMRC
Joaquín Míguez, Luis Castedo