Conference Papers

53 entries « 1 of 2 »

2021

Pérez-Vieites, S; Míguez, J

Kalman-based nested hybrid filters for recursive inference in state-space models Inproceedings

In: 2020 28th European Signal Processing Conference (EUSIPCO), pp. 2468-2472, 2021.

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2020

Pérez-Vieites, S; Míguez, J

A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models Inproceedings

In: 2020 IEEE 23rd International Conference on Information Fusion (FUSION), pp. 1-8, 2020.

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2019

Míguez, J; Lacasa, L; Martínez-Ordóñer, J A; Mariño, I P

Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo Inproceedings

In: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 629-633, 2019.

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Pérez-Vieites, S; Vilà-Valls, J; Bugallo, M F; Míguez, J; Closas, P

Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering Inproceedings

In: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 609-613, 2019.

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2018

Ríos-Muñoz, G R; Artés-Rodríguez, A; Míguez, J

Particle Filter Tracking of Complex Stochastic Systems Applied to In Silico Wavefront Propagation Inproceedings

In: 2018 Computing in Cardiology Conference (CinC), pp. 1-4, 2018.

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Vilà-Valls, J; Closas, P; Bugallo, M F; Míguez, J

Distributed Multiple Gaussian Filtering for Multiple Target Localization in Wireless Sensor Networks Inproceedings

In: 2018 52nd Asilomar Conference on Signals, Systems, and Computers, pp. 1439-1443, 2018.

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2016

Elvira, Victor; Miguez, Joaquin; Djuric, P. M.

A Novel Algorithm for Adapting the Number of Particles in Particle Filtering Inproceedings

In: 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), pp. 1–5, IEEE, Rio de Janeiro, 2016, ISBN: 978-1-5090-2103-1.

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Elvira, Victor; Miguez, Joaquin; Djuric, P. M.

Online Adaptation of the Number of Particles of Sequential Monte Carlo Methods Inproceedings

In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, 2016.

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2015

Miguez, Joaquin; Mariño, Inés

A Nonlinear Population Monte Carlo Scheme for Bayesian Parameter Estimation in a Stochastic Intercellular Network Model Inproceedings

In: 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 497–500, IEEE, Cancun, 2015, ISBN: 978-1-4799-1963-5.

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Miguez, Joaquin; Crisan, Dan; Mariño, Inés

Particle filtering for Bayesian parameter estimation in a high dimensional state space model Inproceedings

In: 2015 23rd European Signal Processing Conference (EUSIPCO), pp. 1241–1245, IEEE, Nice, 2015, ISBN: 978-0-9928-6263-3.

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2014

Miguez, Joaquin

On the uniform asymptotic convergence of a distributed particle filter Inproceedings

In: 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), pp. 241–244, IEEE, A Coruña, 2014, ISBN: 978-1-4799-1481-4.

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Crisan, Dan; Miguez, Joaquin

Nested Particle Filters for Sequential Parameter Estimation in Discrete-time State-space Models Inproceedings

In: SIAM 2014 Conference on Uncertainty Quantification, Savannah, 2014.

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2013

Koblents, Eugenia; Miguez, Joaquin

A Population Monte Carlo Scheme for Computational Inference in High Dimensional Spaces Inproceedings

In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 6318–6322, IEEE, Vancouver, 2013, ISSN: 1520-6149.

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Koblents, Eugenia; Miguez, Joaquin

Robust Mixture Population Monte Carlo Scheme with Adaptation of the Number of Components Inproceedings

In: European Signal Processing Conference (EUSIPCO) 2013, Marrakech, 2013.

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Miguez, Joaquin; Koblents, Eugenia

Particle Filtering with Transformed Weights Inproceedings

In: 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 364–367, IEEE, St. Martin, 2013, ISBN: 978-1-4673-3146-3.

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2012

Koblents, Eugenia; Miguez, Joaquin

Importance Sampling with Transformed Weights Inproceedings

In: Data Assimilation Workshop, Oxford–Man Institute, Oxford, 2012.

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2011

Achutegui, Katrin; Miguez, Joaquin

A Parallel Resampling Scheme and its Application to Distributed Particle Filtering in Wireless Networks Inproceedings

In: 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 81–84, IEEE, San Juan, 2011, ISBN: 978-1-4577-2105-2.

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Balasingam, Balakumar; Bolic, Miodrag; Djuric, Petar M.; Miguez, Joaquin

Efficient Distributed Resampling for Particle Filters Inproceedings

In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3772–3775, IEEE, Prague, 2011, ISSN: 1520-6149.

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Koblents, Eugenia; Miguez, Joaquin

A Population Monte Carlo Method for Bayesian Inference and its Application to Stochastic Kinetic Models Inproceedings

In: EUSIPCO 2011, Barcelona, 2011.

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Maiz, Cristina S.; Miguez, Joaquin

On the Optimization of Transportation Routes with Multiple Destinations in Random Networks Inproceedings

In: 2011 IEEE Statistical Signal Processing Workshop (SSP), pp. 349–352, IEEE, Nice, 2011, ISBN: 978-1-4577-0569-4.

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2010

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

A Model-Switching Sequential Monte Carlo Algorithm for Indoor Tracking with Experimental RSS Data Inproceedings

In: 2010 International Conference on Indoor Positioning and Indoor Navigation, pp. 1–8, IEEE, Zurich, 2010, ISBN: 978-1-4244-5862-2.

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Djuric, Petar M.; Closas, Pau; Bugallo, Monica F.; Miguez, Joaquin

Evaluation of a Method's Robustness Inproceedings

In: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3598–3601, IEEE, Dallas, 2010, ISSN: 1520-6149.

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Helander, E.; Silén, H.; Miguez, Joaquin; Gabbouj, M.

Maximum a Posteriori Voice Conversion Using Sequential Monte Carlo Methods Inproceedings

In: Eleventh Annual Conference of the International Speech Communication Association (INTERSPEECH), Makuhari, Chiba, Japan, 2010.

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Martino, Luca; Miguez, Joaquin

A Rejection Sampling Scheme for Posterior Probability Distributions via the Ratio-of-Uniforms Method Inproceedings

In: 18th European Signal Processing Conference (EUSIPCO-2010), Aalborg, 2010.

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Vazquez, Manuel A.; Miguez, Joaquin

Adaptive MLSD for MIMO Transmission Systems with Unknown Subchannel Orders Inproceedings

In: 2010 7th International Symposium on Wireless Communication Systems, pp. 451–455, IEEE, York, 2010, ISSN: 2154-0217.

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2009

Miguez, Joaquin; Maiz, Cristina S.; Djuric, Petar M.; Crisan, Dan

Sequential Monte Carlo Optimization Using Artificial State-Space Models Inproceedings

In: 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, pp. 268–273, IEEE, Marco Island, FL, 2009.

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Bugallo, Monica F.; Maiz, Cristina S.; Miguez, Joaquin; Djuric, Petar M.

Cost-Reference Particle Filters and Fusion of Information Inproceedings

In: 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, pp. 286–291, IEEE, Marco Island, FL, 2009.

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Martino, Luca; Miguez, Joaquin

A Novel Rejection Sampling Scheme for Posterior Probability Distributions Inproceedings

In: 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2921–2924, IEEE, Taipei, 2009, ISSN: 1520-6149.

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Martino, Luca; Miguez, Joaquin

New Accept/Reject Methods for Independent Sampling from Posterior Probability Distributions Inproceedings

In: 17th European Signal Processing Conference (EUSIPCO 2009), Glasgow, 2009.

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Martino, Luca; Miguez, Joaquin

An Adaptive Accept/Reject Sampling Algorithm for Posterior Probability Distributions Inproceedings

In: 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, pp. 45–48, IEEE, Cardiff, 2009, ISBN: 978-1-4244-2709-3.

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Djuric, Petar M.; Miguez, Joaquin

Model Assessment with Kolmogorov-Smirnov Statistics Inproceedings

In: 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2973–2976, IEEE, Taipei, 2009, ISSN: 1520-6149.

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Djuric, Petar M.; Bugallo, Monica F.; Closas, Pau; Miguez, Joaquin

Measuring the Robustness of Sequential Methods Inproceedings

In: 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, pp. 29–32, IEEE, Aruba, Dutch Antilles, 2009, ISBN: 978-1-4244-5179-1.

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

A Multi-Model Particle Filtering Algorithm for Indoor Tracking of Mobile Terminals Using RSS Data Inproceedings

In: 2009 IEEE International Conference on Control Applications, pp. 1702–1707, IEEE, Saint Petersburg, 2009, ISBN: 978-1-4244-4601-8.

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Maiz, Cristina S.; Miguez, Joaquin; Djuric, Petar M.

Particle Filtering in the Presence of Outliers Inproceedings

In: 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, pp. 33–36, IEEE, Cardiff, 2009, ISBN: 978-1-4244-2709-3.

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2008

Miguez, Joaquin

Analysis of a Sequential Monte Carlo Optimization Methodology Inproceedings

In: 16th European Signal Processing Conference (EUSIPCO 2008, Lausanne, 2008.

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Vazquez, Manuel A.; Miguez, Joaquin

A Per-Survivor Processing Algorithm for Maximum Likelihood Equalization of MIMO Channels with Unknown Order Inproceedings

In: 2008 International ITG Workshop on Smart Antennas, pp. 387–391, IEEE, Vienna, 2008, ISBN: 978-1-4244-1756-8.

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Vazquez, Manuel A.; Miguez, Joaquin

A Per-Survivor Processing Algorithm for Maximum Likelihood Equalization of MIMO Channels with Unknown Order Inproceedings

In: 2008 International ITG Workshop on Smart Antennas, pp. 387–391, IEEE, Vienna, 2008, ISBN: 978-1-4244-1756-8.

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2007

Miguez, Joaquin; Artés-Rodríguez, Antonio

Distributed Sequential Monte Carlo Algorithms for Node Localization and Target Tracking in Wireless Sensor Networks Inproceedings

In: EURASIP Signal Processing Conference, EUSIPCO 2007, Poznan, 2007.

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Vazquez, Manuel A.; Miguez, Joaquin

Sequential MAP Equalization of MIMO Channels with Unknown Order Inproceedings

In: IEEE/ITG Workshop on Smart Antennas (WSA 2007), Vienna, 2007.

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Vemula, Mahesh; Miguez, Joaquin; Artés-Rodríguez, Antonio

A Sequential Monte Carlo Method for Target Tracking in an Asynchronous Wireless Sensor Network Inproceedings

In: 2007 4th Workshop on Positioning, Navigation and Communication, pp. 49–54, IEEE, Hannover, 2007, ISBN: 1-4244-0870-9.

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2006

Miguez, Joaquin; Artés-Rodríguez, Antonio

A Monte Carlo Method for Joint Node Location and Maneuvering Target Tracking in a Sensor Network Inproceedings

In: 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, pp. IV–989–IV–992, IEEE, Toulouse, 2006, ISSN: 1520-6149.

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Vazquez, Manuel A.; Miguez, Joaquin

SMC Algorithms for Approximate MAP Equalization of MIMO Channels with Polynomial Complexity Inproceedings

In: XIV European Signal Processing Conf. (EUSIPCO'2006), Florence, 2006.

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Vazquez, Manuel A.; Miguez, Joaquin

Sequential MAP Equalization of MIMO Channels and Its Application to UWB Communications Inproceedings

In: IEEE/ITG Int. Workshop on Smart Antennas (WSA'2006), Reisensburg, 2006.

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Miguez, Joaquin; Artés-Rodríguez, Antonio

A Particle Filter for Beacon-Free Node Location and Target Tracking in Sensor Networks Inproceedings

In: EURASIP Signal Processing Conference, EUSIPCO 2006, Florencia, 2006.

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2005

Bugallo, Monica F.; Miguez, Joaquin

A Novel Adaptive Algorithm for Generalized Synchronization Inproceedings

In: 2005 IEEE 61st Vehicular Technology Conference, pp. 1158–1161, IEEE, Stockholm, 2005, ISSN: 1550-2252.

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Farina, N.; Miguez, Joaquin; Bugallo, Monica F.

Novel Decision-Fusion Algorithms for Target Tracking Using Ad Hoc Networks Inproceedings

In: 2005 IEEE 61st Vehicular Technology Conference, pp. 2556–2559, IEEE, Stockholm, 2005, ISSN: 1550-2252.

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Mariño, Inés; Miguez, Joaquin

Gradient-Descent Methods for Parameter Estimation in Chaotic Systems Inproceedings

In: ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005., pp. 440–445, IEEE, Zagreb, 2005, ISSN: 1845-5921.

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Miguez, Joaquin; Artés-Rodríguez, Antonio

Monte Carlo Algorithms for Tracking a Maneuvering Target using a Network of Mobile Sensors Inproceedings

In: 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2005., pp. 89–92, IEEE, Puerto Vallarta, 2005, ISBN: 0-7803-9322-8.

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

Decision Fusion for Distributed Target Tracking using Cost Reference Particle Filtering Inproceedings

In: XIII European Signal Processing Conf. (EUSIPCO 2005), Antalya, 2005.

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

Novel Particle Filtering Algorithms for Fixed Parameter Estimation in Dynamic Systems Inproceedings

In: ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005., pp. 46–51, IEEE, Zagreb, 2005, ISSN: 1845-5921.

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53 entries « 1 of 2 »