Mónica F. Bugallo

IEEE Signal Process. Mag., 2020

Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight].

[BibT_eX]

[DOI]

José C. M. Bermudez

Alle-Jan van der Veen

IEEE Signal Process. Mag., 2020

Stochastic Gradient Population Monte Carlo.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

A survey of Monte Carlo methods for parameter estimation.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2020

Indoor Altitude Estimation of Unmanned Aerial Vehicles Using a Bank of Kalman Filters.

[BibT_eX]

[DOI]

Liu Yang

Hechuan Wang

José Ignacio Lamas Fonte

David Trillo Pérez

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Particle Gibbs Sampling Approach to Topology Inference in Gene Regulatory Networks.

[BibT_eX]

[DOI]

Marija Iloska

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Particle Filtering Under General Regime Switching.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

A Variational Adaptive Population Importance Sampler.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Efficient Adaptive Multiple Importance Sampling.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

A Novel Particle Filter for High-Dimensional Systems Using Penalized Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Adaptive importance sampling supported by a variational auto-encoder.

[BibT_eX]

[DOI]

Hechuan Wang

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Recursive Shrinkage Covariance Learning in Adaptive Importance Sampling.

[BibT_eX]

[DOI]

Víctor Elvira

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Robust Covariance Adaptation in Adaptive Importance Sampling.

[BibT_eX]

[DOI]

Victor Elvira

IEEE Signal Process. Lett., 2018

Efficient linear fusion of partial estimators.

[BibT_eX]

[DOI]

Digit. Signal Process., 2018

A Probabilistic Approach for Adaptive State-Space Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Tracking of Objects in a Passive Backscattering Tag-to-Tag Network.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

In Search for Improved Auxiliary Particle Filters.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

Improved Adaptive Importance Sampling Based on Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Learning Structured Neural Dynamics From Single Trial Population Recording.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Engineering Outreach: Yesterday, Today, and Tomorrow [SP Education].

[BibT_eX]

[DOI]

Angela M. Kelly

IEEE Signal Process. Mag., 2017

Adaptive Importance Sampling: The past, the present, and the future.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

Improving population Monte Carlo: Alternative weighting and resampling schemes.

[BibT_eX]

[DOI]

Signal Process., 2017

Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2017

Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Practical Matlab experience in lecture-based signals and systems courses.

[BibT_eX]

[DOI]

Peter A. Milder

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A particle-based approach for topology estimation of gene networks.

[BibT_eX]

[DOI]

Cagla Tasdemir

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Population Monte Carlo schemes with reduced path degeneracy.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Heretical Multiple Importance Sampling.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Sequential Monte Carlo methods under model uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Multiple importance sampling with overlapping sets of proposals.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Sequential Monte Carlo sampling for correlated latent long-memory time-series.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A new strategy for effective learning in population Monte Carlo sampling.

[BibT_eX]

[DOI]

Victor Elvira

Luca Martino

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

RSSI-Based Multi-Target Tracking by Cooperative Agents Using Fusion of Cross-Target Information.

[BibT_eX]

[DOI]

Jonathan P. Beaudeau

IEEE Trans. Signal Process., 2015

Efficient Multiple Importance Sampling Estimators.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Adaptive importance sampling in signal processing.

[BibT_eX]

[DOI]

Luca Martino

Jukka Corander

Digit. Signal Process., 2015

Efficient linear combination of partial Monte Carlo estimators.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Real-time self-tracking in the Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multiple particle filtering with improved efficiency and performance.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An outreach after-school program to introduce high-school students to electrical engineering.

[BibT_eX]

[DOI]

Angela M. Kelly

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On optimal mobile RSSI-sensor positioning for multi target tracking.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sequential Monte Carlo sampling for systems with fractional Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Estimation of gene expression by a bank of particle filters.

[BibT_eX]

[DOI]

Cagla Tasdemir

Proceedings of the 23rd European Signal Processing Conference, 2015

Filtering of nonlinear time-series coupled by fractional Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Bias correction for distributed Bayesian estimators.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

On sample generation and weight calculation in multiple importance sampling.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Indoor Tracking With RFID Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Gaussian particle filtering in high-dimensional systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Particle filtering in high-dimensional systems with Gaussian approximations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Tracking with RFID asynchronous measurements by particle filtering.

[BibT_eX]

[DOI]

Li Geng

Proceedings of the IEEE International Conference on Acoustics, 2013

Prediction of influenza rates by particle filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Tracking with asynchronous binary readings and layout information in RFID systems with sense-a-tags.

[BibT_eX]

[DOI]

Li Geng

Proceedings of the 21st European Signal Processing Conference, 2013

A mobile system for non-centralized target tracking in presence of dynamic interferences.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Particle filtering for high-dimensional systems.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Improving Accuracy by Iterated Multiple Particle Filtering.

[BibT_eX]

[DOI]

Pau Closas

IEEE Signal Process. Lett., 2012

Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling.

[BibT_eX]

[DOI]

Bingxin Shen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Educating engineers of the future.

[BibT_eX]

[DOI]

Keith Sheppard

David Bynum

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Target tracking with asynchronous measurements by a network of distributed mobile agents.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Real time indoor tracking of tagged objects with a network of RFID readers.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Particle filtering for multivariate state-space models.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Non-centralized target tracking with mobile agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Population Monte Carlo methodology a la Gibbs sampling.

[BibT_eX]

[DOI]

Bingxin Shen

Proceedings of the 19th European Signal Processing Conference, 2011

Iterated multiple particle filtering.

[BibT_eX]

[DOI]

Pau Closas

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

ECG denoising using a dynamical model and a marginalized particle filter.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TP8a2: Statistical and array signal processing for biomedical applications.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation.

[BibT_eX]

[DOI]

Mingyi Hong

IEEE J. Sel. Top. Signal Process., 2010

Evaluation of a method's robustness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering.

[BibT_eX]

[DOI]

Galina Botchkina

Proceedings of the IEEE International Conference on Acoustics, 2010

Multiple marginalized population Monte Carlo.

[BibT_eX]

[DOI]

Bingxin Shen

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Sensor self-localization with beacon position uncertainty.

[BibT_eX]

[DOI]

Signal Process., 2009

SDR-based radar system for meteor detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics.

[BibT_eX]

[DOI]

Pau Closas

Proceedings of the IEEE International Conference on Acoustics, 2009

Hands-on engineering and science: Discovering cosmic rays using radar-based techniques and mobile technology.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Marginalized population Monte Carlo.

[BibT_eX]

[DOI]

Mingyi Hong

Proceedings of the IEEE International Conference on Acoustics, 2009

Stochastic modeling of second order reactions using a moment propagation method.

[BibT_eX]

[DOI]

Vibha Mane

Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009

Estimation of stochastic rate constants and tracking of species in biochemical networks with second-order reactions.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

Bringing Science and Engineering to the Classroom using Mobile Computing and Modern Cyberinfrastructure.

[BibT_eX]

Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

2008

Target Tracking by Particle Filtering in Binary Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Sequential Monte Carlo methods for complexity-constrained MAP equalization of dispersive MIMO channels.

[BibT_eX]

[DOI]

Manuel A. Vázquez

Signal Process., 2008

On new stochastic approaches for solving forward and backward problems of biochemical networks.

[BibT_eX]

[DOI]

Vibha Mane

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Stochastic simulation of coupled chemical reactions using recursive methods.

[BibT_eX]

[DOI]

Vibha Mane

Proceedings of the IEEE International Conference on Acoustics, 2008

RLS-assisted cost reference particle filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

MARIACHI: A multidisciplinary effort to bring science and engineering to the classroom.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

A stochastic approach to solving inverse problems of biochemical networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Particle filtering and the inverse problem of biochemical networks.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Complex systems and particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Performance Comparison of Gaussian-Based Filters Using Information Measures.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2007

Target tracking by fusion of random measures.

[BibT_eX]

[DOI]

Signal Image Video Process., 2007

Performance comparison of EKF and particle filtering methods for maneuvering targets.

[BibT_eX]

[DOI]

Shanshan Xu

Digit. Signal Process., 2007

Tracking with Biased Measurements of Signal Strength Sensors.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering.

[BibT_eX]

[DOI]

Shanshan Xu

Proceedings of the IEEE International Conference on Acoustics, 2007

Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Multiple Particle Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Fusion of information from biased sensor data by particle filtering.

[BibT_eX]

[DOI]

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".

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Maneuvering Target Tracking with Simplified Cost Reference Particle Filters.

[BibT_eX]

[DOI]

Shanshan Xu

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Target Tracking in a Two-Tiered Hierarchical Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Fusion of Information for Sensor Self-Localization by a Monte Carlo Method.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Advances in cost-reference particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

A sequential Monte Carlo method for adaptive blind timing estimation and data detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Digit. Signal Process., 2005

An application of system theory to stochastic models for first order chemical reactions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Tracking with particle filtering in tertiary wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Decision fusion for distributed target tracking using cost reference particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

2004

A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels.

[BibT_eX]

[DOI]

Signal Process., 2004

A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2004

A particle filter for blind timing recovery and data detection in fast fading wireless channels.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Density assisted particle filters for state and parameter estimation.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Maneuvering target tracking using cost reference particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Stochastic simulation and parameter estimation of first order chemical reactions.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Particle filtering.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2003

Decision-feedback interference suppression in CDMA systems: a ML-based semiblind approach.

[BibT_eX]

[DOI]

Signal Process., 2003

Joint symbol detection and timing estimation using particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Parametric estimation of hidden signals by likelihood maximization.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Decision-Feedback semiblind channel equalization in Space-Time Coded systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Likelihood-based selection of filtering parameters.

[BibT_eX]

[DOI]

Proceedings of the 11th European Signal Processing Conference, 2002

2001

A maximum likelihood approach to blind multiuser interference cancellation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

Semiblind linear multiuser interference cancellation: a maximum likelihood approach.

[BibT_eX]

[DOI]

Signal Process., 2001

A novel blind diversity combining receiver for CDMA systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

A semiblind approach to optimum multiuser detection.

[BibT_eX]

[DOI]

Proceedings of the 10th European Signal Processing Conference, 2000

An information theoretic approach to blind Multiple Access Interference suppression.

[BibT_eX]

[DOI]