Journal publications

Please, access my recent papers in the arXiv (https://arxiv.org/search/?searchtype=author&query=Joaquin+miguez&abstracts=show&size=25&order=-announced_date_first). A full automatically-generated record is available in my Scholar Google profile (https://scholar.google.com/citations?user=laif78oAAAAJ&hl=en&oi=ao). Older papers are listed below, organized by years of publication.

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64 entries « 1 of 2 »

2020

Akyildiz, Ömer Deniz; Míguez, Joaquín

Nudging the particle filter Journal Article

In: Statistics and Computing, 30 (2), pp. 305–330, 2020.

BibTeX

Crisan, Dan; López-Yela, Alberto; Miguez, Joaquin

Stable approximation schemes for optimal filters Journal Article

In: SIAM/ASA Journal on Uncertainty Quantification, 8 (1), pp. 483–509, 2020.

BibTeX

2019

Koblents, Eugenia; Mariño, Inés P; Míguez, Joaquín

Bayesian computation methods for inference in stochastic kinetic models Journal Article

In: Complexity, 2019 , 2019.

BibTeX

Akyildiz, Ömer Deniz; Míguez, Joaquín

Dictionary filtering: a probabilistic approach to online matrix factorisation Journal Article

In: Signal, Image and Video Processing, 13 (4), pp. 737–744, 2019.

BibTeX

Akyildiz, Ö D; Chouzenoux, É; Elvira, V; Míguez, J

A Probabilistic Incremental Proximal Gradient Method Journal Article

In: IEEE Signal Processing Letters, 26 (8), pp. 1257-1261, 2019.

Links | BibTeX

2018

Pérez-Vieites, Sara; Mariño, Inés P; Míguez, Joaquín

Probabilistic scheme for joint parameter estimation and state prediction in complex dynamical systems Journal Article

In: Physical Review E, 98 (6), 2018, ISSN: 2470-0053.

Links | BibTeX

Lacasa, Lucas; Mariño, Inés P; Miguez, Joaquin; Nicosia, Vincenzo; Roldán, Édgar; Lisica, Ana; Grill, Stephan W; Gómez-Gardeñes, Jesús

Multiplex Decomposition of Non-Markovian Dynamics and the Hidden Layer Reconstruction Problem Journal Article

In: Physical Review X, 8 (3), 2018, ISSN: 2160-3308.

Links | BibTeX

Crisan, Dan; Miguez, Joaquin; others,

Nested particle filters for online parameter estimation in discrete-time state-space Markov models Journal Article

In: Bernoulli, 24 (4A), pp. 3039–3086, 2018.

BibTeX

Crisan, Dan; Míguez, Joaquín; Ríos-Muñoz, Gonzalo

On the performance of parallelisation schemes for particle filtering Journal Article

In: EURASIP Journal on Advances in Signal Processing, 2018 (1), pp. 1–18, 2018.

BibTeX

2017

Vázquez, Manuel A.; Míguez, Joaquín

A Robust Scheme for Distributed Particle Filtering in Wireless Sensors Networks Journal Article

In: Signal Processing, 131 , pp. 190–201, 2017, ISSN: 01651684.

Abstract | Links | BibTeX

Elvira, V; Míguez, J; Djurić, P M

Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment Journal Article

In: IEEE Transactions on Signal Processing, 65 (7), pp. 1781-1794, 2017.

Links | BibTeX

Vázquez, Manuel; Miguez, Joaquin

Importance sampling with transformed weights Journal Article

In: Electronics Letters, 53 , 2017.

Links | BibTeX

Bugallo, M F; Elvira, V; Martino, L; Luengo, D; Miguez, J; Djuric, P M

Adaptive Importance Sampling: The past, the present, and the future Journal Article

In: IEEE Signal Processing Magazine, 34 (4), pp. 60-79, 2017.

Links | BibTeX

Mariño, Inés P; Zaikin, Alexey; Míguez, Joaquín

A comparison of Monte Carlo-based Bayesian parameter estimation methods for stochastic models of genetic networks Journal Article

In: PloS one, 12 (8), pp. e0182015, 2017.

BibTeX

Crisan, Dan; Míguez, Joaquín

Uniform convergence over time of a nested particle filtering scheme for recursive parameter estimation in state-space Markov models Journal Article

In: Advances in Applied Probability, 49 (4), pp. 1170–1200, 2017.

Links | BibTeX

2016

Vázquez, Manuel A.; Míguez, Joaquín

On the Use of the Channel Second-Order Statistics in MMSE Receivers for Time- and Frequency-Selective MIMO Transmission Systems Journal Article

In: EURASIP Journal on Wireless Communications and Networking, 2016 (1), 2016.

Abstract | Links | BibTeX

Míguez, Joaquín; Vázquez, Manuel A.

A Proof of Uniform Convergence Over Time for a Distributed Particle Filter Journal Article

In: Signal Processing, 122 , pp. 152–163, 2016, ISSN: 01651684.

Abstract | Links | BibTeX

Koblents, Eugenia; Míguez, Joaquín; Rodríguez, Marco A.; Schmidt, Alexandra M.

A Nonlinear Population Monte Carlo Scheme for the Bayesian Estimation of Parameters of $alpha$-stable Distributions Journal Article

In: Computational Statistics & Data Analysis, 95 , pp. 57–74, 2016, ISSN: 01679473.

Abstract | Links | BibTeX

Martín-Fernández, L.; Ruiz, D. P.; Torija, A. J.; Miguez, Joaquin

A Bayesian Method for Model Selection in Environmental Noise Prediction Journal Article

In: Journal of Environmental Informatics, 27 (1), pp. 31–42, 2016, ISSN: 1726-2135.

Abstract | Links | BibTeX

Asheghan, Mohammad Mostafa; Míguez, Joaquín

Stability Analysis and Robust Control of Heart Beat Rate During Treadmill Exercise Journal Article

In: Automatica, 63 , pp. 311–320, 2016, ISSN: 00051098.

Abstract | Links | BibTeX

2015

Koblents, Eugenia; Miguez, Joaquin

A Population Monte Carlo Scheme with Transformed Weights and Its Application to Stochastic Kinetic Models Journal Article

In: Statistics and Computing, 25 (2), pp. 407–425, 2015, ISSN: 0960-3174.

Abstract | Links | BibTeX

Martín-Fernández, Laura; Ruiz, Diego P.; Torija, Antonio J.; Miguez, Joaquin

A Bayesian Method for Model Selection in Environmental Noise Prediction. Journal Article

In: Journal of Environmental Informatics, January 20 , 2015, ISSN: 1726-2135.

Abstract | Links | BibTeX

2014

Martin-Fernandez, Laura; Gilioli, Gianni; Lanzarone, Ettore; Miguez, Joaquin; Pasquali, Sara; Ruggeri, Fabrizio; Ruiz, Diego P.

A Rao-Blackwellized Particle Filter for Joint Parameter Estimation and Biomass Tracking in a Stochastic Predator-Prey System Journal Article

In: Mathematical Biosciences and Engineering, 11 (3), pp. 573–597, 2014.

Abstract | Links | BibTeX

Crisan, Dan; Miguez, Joaquin

Particle-Kernel Estimation of the Filter Density in State-Space Models Journal Article

In: Bernoulli, (to appear) , 2014.

Abstract | Links | BibTeX

Read, Jesse; Achutegui, Katrin; Miguez, Joaquin

A Distributed Particle Filter for Nonlinear Tracking in Wireless Sensor Networks Journal Article

In: Signal Processing, 98 , pp. 121–134, 2014.

Abstract | Links | BibTeX

2013

Asheghan, Mohammad Mostafa; Miguez, Joaquin

Robust Global Synchronization of two Complex Dynamical Networks Journal Article

In: Chaos (Woodbury, N.Y.), 23 (2), pp. 023108, 2013, ISSN: 1089-7682.

Abstract | Links | BibTeX

Miguez, Joaquin; Crisan, Dan; Djuric, Petar M.

On the Convergence of Two Sequential Monte Carlo Methods for Maximum a Posteriori Sequence Estimation and Stochastic Global Optimization Journal Article

In: Statistics and Computing, 23 (1), pp. 91–107, 2013, ISSN: 0960-3174.

Abstract | Links | BibTeX

Valera, Isabel; Sieskul, Bamrung; Miguez, Joaquin

On the Maximum Likelihood Estimation of the ToA Under an Imperfect Path Loss Exponent Journal Article

In: EURASIP Journal on Wireless Communications and Networking, 2013 (1), pp. 158, 2013, ISSN: 1687-1499.

Abstract | Links | BibTeX

Vazquez, Manuel A.; Miguez, Joaquin

User Activity Tracking in DS-CDMA Systems Journal Article

In: IEEE Transactions on Vehicular Technology, 62 (7), pp. 3188–3203, 2013, ISSN: 0018-9545.

Abstract | Links | BibTeX

2012

Achutegui, Katrin; Miguez, Joaquin; Rodas, Javier; Escudero, Carlos J.

A Multi-Model Sequential Monte Carlo Methodology for Indoor Tracking: Algorithms and Experimental Results Journal Article

In: Signal Processing, 92 (11), pp. 2594–2613, 2012.

Abstract | Links | BibTeX

Luengo, David; Miguez, Joaquin; Martino, Luca

Efficient Sampling from Truncated Bivariate Gaussians via Box-Muller Transformation Journal Article

In: Electronics Letters, 48 (24), pp. 1533–1534, 2012, ISSN: 0013-5194.

Abstract | Links | BibTeX

Maiz, Cristina S.; Molanes-Lopez, Elisa M.; Miguez, Joaquin; Djuric, Petar M.

A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers Journal Article

In: IEEE Transactions on Signal Processing, 60 (9), pp. 4611-4627, 2012, ISSN: 1053-587X.

Abstract | Links | BibTeX

2011

Asheghan, Mohammad Mostafa; Miguez, Joaquin; Hamidi-Beheshti, Mohammad T; Tavazoei, Mohammad Saleh

Robust Outer Synchronization between two Complex Networks with Fractional Order Dynamics Journal Article

In: Chaos (Woodbury, N.Y.), 21 (3), pp. 033121, 2011, ISSN: 1089-7682.

Abstract | Links | BibTeX

Vazquez, Manuel A.; Miguez, Joaquin

A Per-Survivor Processing Receiver for MIMO Transmission Systems With One Unknown Channel Order Per Output Journal Article

In: IEEE Transactions on Vehicular Technology, 60 (9), pp. 4415–4426, 2011, ISSN: 0018-9545.

Abstract | Links | BibTeX

2010

Djuric, Petar M.; Miguez, Joaquin

Assessment of Nonlinear Dynamic Models by Kolmogorov–Smirnov Statistics Journal Article

In: IEEE Transactions on Signal Processing, 58 (10), pp. 5069–5079, 2010, ISSN: 1053-587X.

Abstract | Links | BibTeX

Martino, Luca; Miguez, Joaquin

Generalized Rejection Sampling Schemes and Applications in Signal Processing Journal Article

In: Signal Processing, 90 (11), pp. 2981–2995, 2010.

Abstract | Links | BibTeX

Martino, Luca; Miguez, Joaquin

A Generalization of the Adaptive Rejection Sampling Algorithm Journal Article

In: Statistics and Computing, 21 (4), pp. 633–647, 2010, ISSN: 0960-3174.

Abstract | Links | BibTeX

Miguez, Joaquin

Analysis of a Sequential Monte Carlo Method for Optimization in Dynamical Systems Journal Article

In: Signal Processing, 90 (5), pp. 1609–1622, 2010.

Abstract | Links | BibTeX

2009

Mariño, Inés; Miguez, Joaquin; Meucci, Riccardo

Monte Carlo Method for Adaptively Estimating the Unknown Parameters and the Dynamic State of Chaotic Systems Journal Article

In: Physical Review E, 79 (5), pp. 056218, 2009, ISSN: 1539-3755.

Abstract | Links | BibTeX

Vazquez, Manuel A.; Miguez, Joaquin

Maximum-Likelihood Sequence Detection in Time- and Frequency-Selective MIMO Channels With Unknown Order Journal Article

In: IEEE Transactions on Vehicular Technology, 58 (1), pp. 499–504, 2009, ISSN: 0018-9545.

Abstract | Links | BibTeX

2008

Vazquez, Manuel A.; Bugallo, Monica F.; Miguez, Joaquin

Sequential Monte Carlo Methods for Complexity-Constrained MAP Equalization of Dispersive MIMO Channels Journal Article

In: Signal Processing, 88 (4), pp. 1017–1034, 2008.

Abstract | Links | BibTeX

2007

Mariño, Inés; Miguez, Joaquin

Monte Carlo Method for Multiparameter Estimation in Coupled Chaotic Systems. Journal Article

In: Physical review. E, Statistical, nonlinear, and soft matter physics, 76 (5 Pt 2), pp. 057203, 2007, ISSN: 1539-3755.

Abstract | Links | BibTeX

Miguez, Joaquin

Analysis of Parallelizable Resampling Algorithms for Particle Filtering Journal Article

In: Signal Processing, 87 (12), pp. 3155–3174, 2007.

Abstract | Links | BibTeX

Miguez, Joaquin

Analysis of Selection Methods for Cost-Reference Particle Filtering with Applications to Maneuvering Target Tracking and Dynamic Optimization Journal Article

In: Digital Signal Processing, 17 (4), pp. 787–807, 2007.

Abstract | Links | BibTeX

2006

Mariño, Inés; Miguez, Joaquin

An Approximate Gradient-Descent Method for Joint Parameter Estimation and Synchronization of Coupled Chaotic Systems Journal Article

In: Physics Letters A, 351 (4), pp. 262–267, 2006.

Abstract | Links | BibTeX

Mariño, Inés; Miguez, Joaquin

On a Recursive Method for the Estimation of Unknown Parameters of Partially Observed Chaotic Systems Journal Article

In: Physica D: Nonlinear Phenomena, 220 (2), pp. 175–182, 2006.

Abstract | Links | BibTeX

Miguez, Joaquin; Artés-Rodríguez, Antonio

Particle Filtering Algorithms for Tracking a Maneuvering Target Using a Network of Wireless Dynamic Sensors Journal Article

In: EURASIP Journal on Advances in Signal Processing, 2006 (1), pp. 1–17, 2006, ISSN: 1687-6172.

Abstract | Links | BibTeX

2005

Mariño, Inés; Miguez, Joaquin

Adaptive Approximation Method for Joint Parameter Estimation and Identical Synchronization of Chaotic Systems Journal Article

In: Physical Review E, 72 (5), pp. 057202 (4 pages), 2005, ISSN: 1539-3755.

Abstract | Links | BibTeX

Miguez, Joaquin; Bugallo, Monica F.

On the Estimation of Random Unobserved Signals by Maximization of Target Likelihoods and Its Application to Blind Timing and Phase recovery Journal Article

In: Digital Signal Processing, 15 (2), pp. 171–190, 2005.

Abstract | Links | BibTeX

Ghirmai, T.; Bugallo, Monica F.; Miguez, Joaquin; Djuric, Petar M.

A Sequential Monte Carlo Method for Adaptive Blind Timing Estimation and Data Detection Journal Article

In: IEEE Transactions on Signal Processing, 53 (8), pp. 2855–2865, 2005, ISSN: 1053-587X.

Abstract | Links | BibTeX

64 entries « 1 of 2 »