Joaquín Míguez
Orcid: 0000-0002-6539-8860
According to our database1,
Joaquín Míguez
authored at least 123 papers
between 1998 and 2024.
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Bibliography
2024
Maximum likelihood inference for a class of discrete-time Markov switching time series models with multiple delays.
EURASIP J. Adv. Signal Process., December, 2024
Sequential Discretization Schemes for a Class of Stochastic Differential Equations and their Application to Bayesian Filtering.
SIAM J. Numer. Anal., 2024
CoRR, 2024
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss.
CoRR, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
SIAM J. Appl. Dyn. Syst., June, 2023
A Sequential Monte Carlo Method for Parameter Estimation in Nonlinear Stochastic PDE's with Periodic Boundary Conditions.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
Space-sequential particle filters for high-dimensional dynamical systems described by stochastic differential equations.
CoRR, 2022
2021
Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models.
Signal Process., 2021
Stat. Comput., 2021
CoRR, 2021
2020
Stat. Comput., 2020
SIAM/ASA J. Uncertain. Quantification, 2020
A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE Signal Process. Lett., 2019
Signal Image Video Process., 2019
Complex., 2019
Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models.
Signal Process., 2018
EURASIP J. Adv. Signal Process., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Particle Filter Tracking of Complex Stochastic Systems Applied to In Silico Wavefront Propagation.
Proceedings of the Computing in Cardiology, 2018
Distributed Multiple Gaussian Filtering for Multiple Target Localization in Wireless Sensor Networks.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment.
IEEE Trans. Signal Process., 2017
IEEE Signal Process. Mag., 2017
Signal Process., 2017
On the performance of nonlinear importance samplers and population Monte Carlo schemes.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Signal Process., 2016
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., 2016
A nonlinear population Monte Carlo scheme for the Bayesian estimation of parameters of α-stable distributions.
Comput. Stat. Data Anal., 2016
Autom., 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
A population Monte Carlo scheme with transformed weights and its application to stochastic kinetic models.
Stat. Comput., 2015
Particle filtering for Bayesian parameter estimation in a high dimensional state space model.
Proceedings of the 23rd European Signal Processing Conference, 2015
A nonlinear population Monte Carlo scheme for Bayesian parameter estimation in a stochastic intercellular network model.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Signal Process., 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
2013
On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization.
Stat. Comput., 2013
On the maximum likelihood estimation of the ToA under an imperfect path loss exponent.
EURASIP J. Wirel. Commun. Netw., 2013
A population Monte Carlo scheme for computational inference in high dimensional spaces.
Proceedings of the IEEE International Conference on Acoustics, 2013
Robust mixture populationmonte Carlo scheme with adaptation of the number of components.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
2012
IEEE Trans. Signal Process., 2012
A multi-model sequential Monte Carlo methodology for indoor tracking: Algorithms and experimental results.
Signal Process., 2012
2011
A Per-Survivor Processing Receiver for MIMO Transmission Systems With One Unknown Channel Order Per Output.
IEEE Trans. Veh. Technol., 2011
Proceedings of the Mobile Lightweight Wireless Systems, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
A population Monte Carlo method for Bayesian inference and its application to stochastic kinetic models.
Proceedings of the 19th European Signal Processing Conference, 2011
A parallel resampling scheme and its application to distributed particle filtering in wireless networks.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
2010
IEEE Trans. Signal Process., 2010
Signal Process., 2010
Signal Process., 2010
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010
A model-switching sequential Monte Carlo algorithm for indoor tracking with experimental RSS data.
Proceedings of the 2010 International Conference on Indoor Positioning and Indoor Navigation, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
A rejection sampling scheme for posterior probability distributions via the ratio-of-uniforms method.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Maximum-Likelihood Sequence Detection in Time- and Frequency-Selective MIMO Channels With Unknown Order.
IEEE Trans. Veh. Technol., 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
New accept/reject methods for independent sampling from posterior probability distributions.
Proceedings of the 17th European Signal Processing Conference, 2009
A multi-model particle filtering algorithm for indoor tracking of mobile terminals using RSS data.
Proceedings of the IEEE International Conference on Control Applications, 2009
2008
Sequential Monte Carlo methods for complexity-constrained MAP equalization of dispersive MIMO channels.
Signal Process., 2008
A per-survivor processing algorithm for maximum likelihood equalization of MIMO channels with unknown order.
Proceedings of the 2008 International ITG Workshop on Smart Antennas, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Signal Process., 2007
Analysis of selection methods for cost-reference particle filtering with applications to maneuvering target tracking and dynamic optimization.
Digit. Signal Process., 2007
A Sequential Monte Carlo Method for Target Tracking in an Asynchronous Wireless Sensor Network.
Proceedings of the 4th Workshop on Positioning, Navigation and Communication, 2007
Distributed sequential Monte Carlo algorithms for node localization and target tracking in wireless sensor networks.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics".
EURASIP J. Adv. Signal Process., 2006
Particle Filtering Algorithms for Tracking a Maneuvering Target Using a Network of Wireless Dynamic Sensors.
EURASIP J. Adv. Signal Process., 2006
A Monte Carlo Method for Joint Node Location and Maneuvering Target Tracking in a Sensor Network.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
SMC algorithms for approximate-map equalization of MIMO channels with polynomial complexity.
Proceedings of the 14th European Signal Processing Conference, 2006
A particle filter for beacon-free node location and target tracking in sensor networks.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
A sequential Monte Carlo method for adaptive blind timing estimation and data detection.
IEEE Trans. Signal Process., 2005
On the estimation of random unobserved signals by maximization of target likelihoods and its application to blind timing and phase recovery.
Digit. Signal Process., 2005
A complexity-constrained particle filtering algorithm for MAP equalization of frequency-selective MIMO channels.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Decision fusion for distributed target tracking using cost reference particle filtering.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Blind equalization of frequency-selective channels by sequential importance sampling.
IEEE Trans. Signal Process., 2004
A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels.
Signal Process., 2004
EURASIP J. Adv. Signal Process., 2004
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., 2004
A particle filter for blind timing recovery and data detection in fast fading wireless channels.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Space-time channel estimation and soft detection in time-varying multiaccess channels.
Signal Process., 2003
Decision-feedback interference suppression in CDMA systems: a ML-based semiblind approach.
Signal Process., 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
J. VLSI Signal Process., 2002
IEEE Trans. Veh. Technol., 2002
Semiblind space-time decoding in wireless communications: a maximum likelihood approach.
Signal Process., 2002
Proceedings of the 13th IEEE International Symposium on Personal, 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
IEEE Trans. Signal Process., 2001
Signal Process., 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Semiblind decision-feedback multiuser interference cancellation based on the maximum likelihood principle.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
1998
Signal Process., 1998
A linearly constrained constant modulus approach to blind adaptive multiuser interference suppression.
IEEE Commun. Lett., 1998
Blind multiuser interference cancellation in multicarrier CDMA: a linearly constrained constant modulus approach.
Proceedings of the 9th IEEE International Symposium on Personal, 1998
Proceedings of the 9th European Signal Processing Conference, 1998