Santiago Zazo

Orcid: 0000-0001-9073-7927

According to our database1, Santiago Zazo authored at least 118 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios.
CoRR, 2024

Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments.
Comput. Biol. Medicine, 2024

Synthetic Tabular Data Validation: A Divergence-Based Approach.
IEEE Access, 2024

An Improved Tabular Data Generator with VAE-GMM Integration.
Proceedings of the 32nd European Signal Processing Conference, 2024

CR-SAVAE: A Parametric Method for Survival Analysis with Competing Risks.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis.
CoRR, 2023

Negotiation Strategies to Improve Distributed Power Allocation for Self-Organizing Heterogeneous Networks.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Using a Deep Learning Algorithm to Improve the Results Obtained in the Recognition of Vessels Size and Trajectory Patterns in Shallow Areas Based on Magnetic Field Measurements Using Fluxgate Sensors.
IEEE Trans. Intell. Transp. Syst., 2022

Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack.
IEEE Internet Things J., 2022

An online learning algorithm to play discounted repeated games in wireless networks.
Eng. Appl. Artif. Intell., 2022

2021
Deep Reinforcement Learning for Attacking Wireless Sensor Networks.
Sensors, 2021

Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances.
Sensors, 2021

Software-In-Loop Simulation of an Underwater Wireless Sensor Network for Monitoring Seawater Quality: Parameter Selection and Performance Validation.
Sensors, 2021

An evolutionary dynamics model for metastatic tumour growth based on public goods games.
Commun. Nonlinear Sci. Numer. Simul., 2021

Robust Deep Reinforcement Learning for Underwater Navigation with Unknown Disturbances.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
A distributed algorithm to obtain repeated games equilibria with discounting.
Appl. Math. Comput., 2020

Replicator based on imitation for finite and arbitrary networked communities.
Appl. Math. Comput., 2020

A Graph Network Model for Distributed Learning with Limited Bandwidth Links and Privacy Constraints.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Model Free Localization with Deep Neural Architectures by Means of an Underwater WSN.
Sensors, 2019

Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack.
Sensors, 2019

Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes.
Expert Syst. Appl., 2019

Using one class SVM to counter intelligent attacks against an SPRT defense mechanism.
Ad Hoc Networks, 2019

Sequential Bayes Factor Testing: A New Framework for Decision Fusion.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial Observability.
Proceedings of the 27th European Signal Processing Conference, 2019

Decentralized Multi-Agent Deep Reinforcement Learning in Swarms of Drones for Flood Monitoring.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective.
Sensors, 2018

Flood Hazard Assessment Supported by Reduced Cost Aerial Precision Photogrammetry.
Remote. Sens., 2018

Learning Parametric Closed-Loop Policies for Markov Potential Games.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Erratum to: Compressive Narrowband Interference Detection for Wideband Cognitive HF Front-Ends.
Wirel. Pers. Commun., 2017

Compressive Narrowband Interference Detection for Wideband Cognitive HF Front-Ends.
Wirel. Pers. Commun., 2017

Robust Worst-Case Analysis of Demand-Side Management in Smart Grids.
IEEE Trans. Smart Grid, 2017

Underwater Electromagnetic Sensor Networks - Part I: Link Characterization.
Sensors, 2017

Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks.
EURASIP J. Wirel. Commun. Netw., 2017

Diff-DAC: Distributed Actor-Critic for Multitask Deep Reinforcement Learning.
CoRR, 2017

2016
Dynamic Potential Games With Constraints: Fundamentals and Applications in Communications.
IEEE Trans. Signal Process., 2016

Underwater Electromagnetic Sensor Networks, Part II: Localization and Network Simulations.
Sensors, 2016

Cooperative Network Node Positioning Techniques Using Underwater Radio Communications.
CoRR, 2016

Simulation of Underwater RF Wireless Sensor Networks using Castalia.
CoRR, 2016

A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Non-monotone quadratic potential games with single quadratic constraints.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learning in constrained stochastic dynamic potential games.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Optimal attack and defence of large scale networks using mean field theory.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Hybrid UCB-HMM: A Machine Learning Strategy for Cognitive Radio in HF Band.
IEEE Trans. Cogn. Commun. Netw., 2015

Distributed Policy Evaluation Under Multiple Behavior Strategies.
IEEE Trans. Autom. Control., 2015

Dynamic Potential Games in Communications: Fundamentals and Applications.
CoRR, 2015

Upper Confidence Bound learning approach for real HF measurements.
Proceedings of the IEEE International Conference on Communication, 2015

A new framework for solving dynamic scheduling games.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed black-box optimization of nonconvex functions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Energy Efficient Collaborative Beamforming in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2014

Belief consensus algorithms for fast distributed target tracking in wireless sensor networks.
Signal Process., 2014

How to implement doubly-stochastic matrices for consensus-based distributed algorithms.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Assessment of cooperative and heterogeneous indoor localization algorithms with real radio devices.
Proceedings of the IEEE International Conference on Communications, 2014

Distributed cognitive radio systems with temperature-interference constraints and overlay scheme.
Proceedings of the 22nd European Signal Processing Conference, 2014

A control theoretic approach to solve a constrained uplink power dynamic game.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Cattle-Powered Node Experience in a Heterogeneous Network for Localization of Herds.
IEEE Trans. Ind. Electron., 2013

HF spectrum activity prediction model based on HMM for cognitive radio applications.
Phys. Commun., 2013

Nonparametric generalized belief propagation based on pseudo-junction tree for cooperative localization in wireless networks.
EURASIP J. Adv. Signal Process., 2013

Cooperative localization in mobile networks using nonparametric variants of belief propagation.
Ad Hoc Networks, 2013

Cooperative off-policy prediction of Markov decision processes in adaptive networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

A unified framework for linear function approximation of value functions in stochastic control.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Reducing Communication Overhead for Cooperative Localization Using Nonparametric Belief Propagation.
IEEE Wirel. Commun. Lett., 2012

Distributed static linear Gaussian models using consensus.
Neural Networks, 2012

A practical approach for outdoors distributed target localization in wireless sensor networks.
EURASIP J. Adv. Signal Process., 2012

Belief Consensus Algorithms for Distributed Target Tracking in Wireless Sensor Networks
CoRR, 2012

Lifetime maximization for beamforming applications in wireless sensor networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Location-aided distributed primary user identification in a cognitive radio scenario.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed target tracking based on belief propagation consensus.
Proceedings of the 20th European Signal Processing Conference, 2012

Diffusion gradient temporal difference for cooperative reinforcement learning with linear function approximation.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011
Multipath-channel estimation and application to ionospheric channels.
Wirel. Networks, 2011

Performance analysis of a delay tolerant application for herd localization.
Comput. Networks, 2011

Optimized edge appearance probability for cooperative localization based on tree-reweighted nonparametric belief propagation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Distributed linear discriminant analysis.
Proceedings of the IEEE International Conference on Acoustics, 2011

Improved Animal Tracking Algorithms Using Distributed Kalman-based Filters.
Proceedings of the European Wireless 2011, April 27-29, 2011, Vienna, Austria., 2011

Distributed consensus-based tracking in Wireless Sensor Networks: A practical approach.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Indoor Positioning Using Nonparametric Belief Propagation Based on Spanning Trees.
EURASIP J. Wirel. Commun. Netw., 2010

Nonparametric Belief Propagation Based on Spanning Trees for Cooperative Localization in Wireless Sensor Networks.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Analysis of IEEE 802.15.4 Throughput in Beaconless Mode on micaZ under TinyOS 2.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Pseudo-junction tree method for cooperative localization in wireless sensor networks.
Proceedings of the 13th Conference on Information Fusion, 2010

Cooperative localisation in wireless sensor networks using coalitional game theory.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
A Heterogeneous Wireless Identification Network for the Localization of Animals Based on Stochastic Movements.
Sensors, 2009

Throughput of shielded twisted-pair cables using wire-shield modes in the presence of radio ingress.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Sensor localization using nonparametric generalized belief propagation in network with loops.
Proceedings of the 12th International Conference on Information Fusion, 2009

Sensor localization using generalized belief propagation in network with loops.
Proceedings of the 17th European Signal Processing Conference, 2009

New approach to bit loading and power minimization using mercury/waterfilling.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Common Mode Characterization and Channel Model Verification for Shielded Twisted Pair (STP) Cable.
Proceedings of IEEE International Conference on Communications, 2008

Cooperation in Wireless Sensor Networks with intra and intercluster interference.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Performance Comparison between Beamforming and Spatial Multiplexing for the Downlink in Wireless Cellular Systems.
IEEE Trans. Wirel. Commun., 2007

VDSL power back-off parameter optimization for a cable bundle.
Proceedings of the 15th European Signal Processing Conference, 2007

Multicarrier transmission with coordination in cellular environment.
Proceedings of the 15th European Signal Processing Conference, 2007

Iterative precoding vs decoding in virtual mimo systems with channel mismatching errors.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Simplifying the beamforming optimality region for practical mimo scenarios.
IEEE Commun. Lett., 2006

Special Issue on MC-SS Validation of a HF spread spectrum multi-carrier technology through real-link measurements.
Eur. Trans. Telecommun., 2006

Suboptimum Space Multiplexing Structure Combining Dirty Paper Coding and Receive Beamforming.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Blind Spatial Multiplexing Using Order Statistics for Time-Varying Channels.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Slepian pulses for multicarrier OQAM.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Transmission techniques for downlink multi-antenna MC-CDMA systems in a beyond-3G context.
J. Commun. Networks, 2005

2004
An Overview of BSS Techniques Based on Order Statistics: Formulation and Implementation Issues.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
New Gaussianity measures based on order statistics: application to ICA.
Neurocomputing, 2003

Advanced receivers for MC-CDMA with modified digital prolate functions.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Prolate spheroidal functions: a general framework for MC-CDMA waveforms without time redundancy.
Proceedings of the 13th IEEE International Symposium on Personal, 2002

Improvement on the multi-user detection decorrelator of a MC-CDMA used in the reverse link.
Proceedings of the 13th IEEE International Symposium on Personal, 2002

Reduced interference MC-CDMA system using Discrete Prolate codes.
Proceedings of the IEEE International Conference on Acoustics, 2002

MC-CDMA with Prolate Spheroidal Functions-based orthogonal codes.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Analysis of a new frequency synchronization scheme in OFDM systems.
Signal Process., 2001

Adaptive ICA with Order Statistics in Multidimensional Scenarios.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

2000
Blind multichannel equalization using a novel subspace method.
IEEE Trans. Signal Process., 2000

Spread Spectrum OFDM Modem for HF Voice-Band Link over Fading Channels.
Eur. Trans. Telecommun., 2000

Adaptive processing of blind source separation through 'ICA with OS'.
Proceedings of the IEEE International Conference on Acoustics, 2000

Joint self and multiuser interference reduction for reliable synchronization of DS-CDMA systems over frequency-selective fading channels.
Proceedings of the 10th European Signal Processing Conference, 2000

1998
A new pencil criterium for multichannel blind deconvolution in data communication systems.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

On the linearly constrained blind multichannel equalization.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
A new multichannel blind equalization criterium based on a generalized Rayleigh quotient.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
A differential error reference adaptive echo canceller for multilevel PAM line codes.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Self calibrating low if digital image rejection receiver for mobile communications.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
A linearly constrained blind equalization scheme based on Bussgang type algorithms.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
On the joint statistical characterization of the input and output of an order statistic filter.
IEEE Trans. Signal Process., 1994

A fully convergent joint blind equalization/phase recovery scheme for data communication systems.
Proceedings of 44th IEEE Vehicular Technology Conference: Creating Tomorrow's Mobile Systems, 1994

Adaptive filtering in data communications with self improved error reference.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994


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