Ali H. Sayed

According to our database1, Ali H. Sayed authored at least 440 papers between 1992 and 2020.

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

Timeline

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Bibliography

2020
On the Influence of Bias-Correction on Distributed Stochastic Optimization.
IEEE Trans. Signal Process., 2020

Variance-Reduced Stochastic Learning Under Random Reshuffling.
IEEE Trans. Signal Process., 2020

Adaptation and Learning Over Networks Under Subspace Constraints - Part II: Performance Analysis.
IEEE Trans. Signal Process., 2020

Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis.
IEEE Trans. Signal Process., 2020

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.
IEEE Trans. Signal Process., 2020

Affine Combination of Diffusion Strategies Over Networks.
IEEE Trans. Signal Process., 2020

Online Distributed Learning Over Graphs With Multitask Graph-Filter Models.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Local Tomography of Large Networks Under the Low-Observability Regime.
IEEE Trans. Inf. Theory, 2020

Distributed Coupled Multiagent Stochastic Optimization.
IEEE Trans. Autom. Control., 2020

Election of Regional Directors-at-Large and Members-at-Large [Society News].
IEEE Signal Process. Mag., 2020

If You Cannot Come to Us, We Will Go to You... [President's Message].
IEEE Signal Process. Mag., 2020

Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning.
IEEE Signal Process. Mag., 2020

Tracking Performance of Online Stochastic Learners.
IEEE Signal Process. Lett., 2020

Diffusion LMS With Communication Delays: Stability and Performance Analysis.
IEEE Signal Process. Lett., 2020

Dif-MAML: Decentralized Multi-Agent Meta-Learning.
CoRR, 2020

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features.
CoRR, 2020

Logical Team Q-learning: An approach towards factored policies in cooperative MARL.
CoRR, 2020

Adaptive Social Learning.
CoRR, 2020

Second-Order Guarantees in Centralized, Federated and Decentralized Nonconvex Optimization.
CoRR, 2020

Adaptation in Online Social Learning.
CoRR, 2020

Multitask learning over graphs.
CoRR, 2020

Linear convergence of primal-dual gradient methods and their performance in distributed optimization.
Autom., 2020

Dynamic Federated Learning.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Graph Influence from Social Interactions.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Social Learning with Partial Information Sharing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adaptation and Learning in Multi-Task Decision Systems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis.
IEEE Trans. Signal Process., 2019

Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development.
IEEE Trans. Signal Process., 2019

Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling.
IEEE Trans. Signal Process., 2019

Stochastic Learning Under Random Reshuffling With Constant Step-Sizes.
IEEE Trans. Signal Process., 2019

Supervised Learning Under Distributed Features.
IEEE Trans. Signal Process., 2019

Dynamic Average Diffusion With Randomized Coordinate Updates.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Consistent Tomography Under Partial Observations Over Adaptive Networks.
IEEE Trans. Inf. Theory, 2019

Detection Under One-Bit Messaging Over Adaptive Networks.
IEEE Trans. Inf. Theory, 2019

"Guilty of the Good We Did Not Do" [President's Message].
IEEE Signal Process. Mag., 2019

Losing Your Mind [President's Message].
IEEE Signal Process. Mag., 2019

Informing the Misinformed [President's Message].
IEEE Signal Process. Mag., 2019

People's Needs or People's Greed [President's Message].
IEEE Signal Process. Mag., 2019

Quantum Leaps [President's Message].
IEEE Signal Process. Mag., 2019

Dynamite, Electricity, and Nobel's World [President's Message].
IEEE Signal Process. Mag., 2019

A Regularization Framework for Learning Over Multitask Graphs.
IEEE Signal Process. Lett., 2019

Decentralized Decision-Making Over Multi-Task Networks.
Signal Process., 2019

Inverse Graph Learning over Optimization Networks.
CoRR, 2019

Network Classifiers With Output Smoothing.
CoRR, 2019

Interplay between Topology and Social Learning over Weak Graphs.
CoRR, 2019

Regularized Diffusion Adaptation via Conjugate Smoothing.
CoRR, 2019

ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off.
CoRR, 2019

Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization.
CoRR, 2019

Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape from Saddle-Points.
CoRR, 2019

Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate.
CoRR, 2019

Topology Inference over Networks with Nonlinear Coupling.
CoRR, 2019

Adaptation and learning over networks under subspace constraints.
CoRR, 2019

Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?
CoRR, 2019

A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Graph Learning with Partial Observations: Role of Degree Concentration.
Proceedings of the IEEE International Symposium on Information Theory, 2019

COVER: A Cluster-based Variance Reduced Method for Online Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Diffusion Learning in Non-convex Environments.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Inference over Networks under Subspace Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2019

Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Team Policy Learning for Multi-agent Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Enhanced Diffusion Learning Over Networks.
Proceedings of the 27th European Signal Processing Conference, 2019

Distributed Value-Function Learning with Linear Convergence Rates.
Proceedings of the 18th European Control Conference, 2019

On the Performance of Exact Diffusion over Adaptive Networks.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Coordinate-Descent Diffusion Learning by Networked Agents.
IEEE Trans. Signal Process., 2018

Decentralized Consensus Optimization With Asynchrony and Delays.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Twinkle, Twinkle, Little Star [President's Message].
IEEE Signal Process. Mag., 2018

Science Is Blind [President's Message].
IEEE Signal Process. Mag., 2018

Intelligent Machines and the Planet of the Apes [President's Message].
IEEE Signal Process. Mag., 2018

Galileo, Fourier, and Openness in Science [President's Message].
IEEE Signal Process. Mag., 2018

Big Ideas or Big Data? [President's Message].
IEEE Signal Process. Mag., 2018

Performance limits of stochastic sub-gradient learning, Part I: Single agent case.
Signal Process., 2018

Performance limits of stochastic sub-gradient learning, part II: Multi-agent case.
Signal Process., 2018

Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates.
CoRR, 2018

Learning Kolmogorov Models for Binary Random Variables.
CoRR, 2018

Learning Under Distributed Features.
CoRR, 2018

Learning over Multitask Graphs - Part II: Performance Analysis.
CoRR, 2018

Learning over Multitask Graphs - Part I: Stability Analysis.
CoRR, 2018

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.
CoRR, 2018

Stochastic Learning under Random Reshuffling.
CoRR, 2018

Belief Control Strategies for Interactions over Weak Graphs.
CoRR, 2018

Distributed Inference Over Multitask Graphs Under Smoothness.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Consistent Tomography over Diffusion Networks under the Low-Observability Regime.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Convergence of Variance-Reduced Learning Under Random Reshuffling.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Diffusion Adaptation Over Graph Signals.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Tomography of Adaptive Multi-Agent Networks Under Limited Observation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Coupled Learning Over Adaptive Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Variance-Reduced Learning Over Multi-Agent Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

A Preconditioned Graph Diffusion LMS for Adaptive Graph Signal Processing.
Proceedings of the 26th European Signal Processing Conference, 2018

Decisions Under Binary Messaging Over Adaptive Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

An Exponentially Convergent Algorithm for Learning Under Distributed Features.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Online Graph Learning from Sequential Data.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Divide-and-Conquer Tomography for Large-Scale Networks.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Dual Coupled Diffusion for Distributed Optimization with Affine Constraints.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Decentralized clustering for node-variant graph filtering with graph diffusion LMS.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems.
IEEE Trans. Signal Process., 2017

Diffusion LMS for Multitask Problems With Local Linear Equality Constraints.
IEEE Trans. Signal Process., 2017

Decentralized Clustering and Linking by Networked Agents.
IEEE Trans. Signal Process., 2017

Robust Distributed Estimation by Networked Agents.
IEEE Trans. Signal Process., 2017

Social Learning Over Weakly Connected Graphs.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Multitask Diffusion Adaptation Over Networks With Common Latent Representations.
IEEE J. Sel. Top. Signal Process., 2017

Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence.
CoRR, 2017

Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling.
CoRR, 2017

A blind Adaptive Stimulation Artifact Rejection (ASAR) engine for closed-loop implantable neuromodulation systems.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

On the performance of random reshuffling in stochastic learning.
Proceedings of the 2017 Information Theory and Applications Workshop, 2017

Learning by networked agents under partial information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Diffusion gradient boosting for networked learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Belief control strategies for interactions over weak graphs.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Exact diffusion strategy for optimization by networked agents.
Proceedings of the 25th European Signal Processing Conference, 2017

Coordinate-descent adaptation over networks.
Proceedings of the 25th European Signal Processing Conference, 2017

Decentralized exact coupled optimization.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

A graph diffusion LMS strategy for adaptive graph signal processing.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization.
IEEE Trans. Signal Process., 2016

Multitask Diffusion Adaptation Over Asynchronous Networks.
IEEE Trans. Signal Process., 2016

Robust Adaptation in Impulsive Noise.
IEEE Trans. Signal Process., 2016

Guest Editorial Inference and Learning over Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments.
IEEE Trans. Mob. Comput., 2016

Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks.
IEEE Trans. Inf. Theory, 2016

Excess-Risk of Distributed Stochastic Learners.
IEEE Trans. Inf. Theory, 2016

Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime.
IEEE Trans. Inf. Theory, 2016

Combinations of Adaptive Filters: Performance and convergence properties.
IEEE Signal Process. Mag., 2016

On the Influence of Momentum Acceleration on Online Learning.
J. Mach. Learn. Res., 2016

Stochastic gradient descent with finite samples sizes.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Adaptive learning for stochastic generalized Nash equilibrium problems.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Performance limits of single-agent and multi-agent sub-gradient stochastic learning.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion stochastic optimization with non-smooth regularizers.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion social learning over weakly-connected graphs.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion LMS over multitask networks with noisy links.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Group diffusion LMS.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

The brain strategy for online learning.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Online dual coordinate ascent learning.
Proceedings of the 24th European Signal Processing Conference, 2016

Detection over diffusion networks: Asymptotic tools for performance prediction and simulation.
Proceedings of the 24th European Signal Processing Conference, 2016

Distributed learning over multitask networks with linearly related tasks.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Distributed Clustering and Learning Over Networks.
IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part III: Comparison Analysis.
IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part II: Performance Analysis.
IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part I: Modeling and Stability Analysis.
IEEE Trans. Signal Process., 2015

Stability and Performance Limits of Adaptive Primal-Dual Networks.
IEEE Trans. Signal Process., 2015

Dictionary Learning Over Distributed Models.
IEEE Trans. Signal Process., 2015

Diffusion LMS Over Multitask Networks.
IEEE Trans. Signal Process., 2015

Information-Sharing Over Adaptive Networks With Self-Interested Agents.
IEEE Trans. Signal Inf. Process. over Networks, 2015

On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis.
IEEE Trans. Inf. Theory, 2015

On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis.
IEEE Trans. Inf. Theory, 2015

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

Performance Limits of Online Stochastic Sub-Gradient Learning.
CoRR, 2015

Asynchronous adaptive networks.
CoRR, 2015

Adaptive regularized diffusion adaptation over multitask networks.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Learning by weakly-connected adaptive agents.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Proximal diffusion for stochastic costs with non-differentiable regularizers.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed primal strategies outperform primal-dual strategies over adaptive networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multitask diffusion LMS with sparsity-based regularization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exact asymptotics of distributed detection over adaptive networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Decentralized clustering over adaptive networks.
Proceedings of the 23rd European Signal Processing Conference, 2015

Adaptive clustering for multitask diffusion networks.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Distributed Decision-Making Over Adaptive Networks.
IEEE Trans. Signal Process., 2014

Adaptive Penalty-Based Distributed Stochastic Convex Optimization.
IEEE Trans. Signal Process., 2014

Multitask Diffusion Adaptation Over Networks.
IEEE Trans. Signal Process., 2014

Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm.
IEEE Trans. Signal Process., 2014

Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts].
Proc. IEEE, 2014

Adaptive Networks.
Proc. IEEE, 2014

Adaptation, Learning, and Optimization over Networks.
Found. Trends Mach. Learn., 2014

Asymptotic Performance of Adaptive Distributed Detection over Networks.
CoRR, 2014

Dictionary learning over large distributed models via dual-ADMM strategies.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Diffusion LMS for multitask problems with overlapping hypothesis subspaces.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Adjustment of combination weights over adaptive diffusion networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Online dictionary learning over distributed models.
Proceedings of the IEEE International Conference on Acoustics, 2014

Diffusion LMS for clustered multitask networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Large deviations analysis of adaptive distributed detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

Robust distributed detection over adaptive diffusion networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Performance analysis of multitask diffusion adaptation over asynchronous networks.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
On the Influence of Informed Agents on Learning and Adaptation Over Networks.
IEEE Trans. Signal Process., 2013

Sparse Distributed Learning Based on Diffusion Adaptation.
IEEE Trans. Signal Process., 2013

Bio-Inspired Decentralized Radio Access Based on Swarming Mechanisms Over Adaptive Networks.
IEEE Trans. Signal Process., 2013

Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior.
IEEE Signal Process. Mag., 2013

Adaptation and Learning over Complex Networks [From the Guest Editors].
IEEE Signal Process. Mag., 2013

Distributed Spectrum Estimation for Small Cell Networks Based on Sparse Diffusion Adaptation.
IEEE Signal Process. Lett., 2013

Introduction to the issue on adaptation and learning over complex networks.
IEEE J. Sel. Top. Signal Process., 2013

Distributed Pareto Optimization via Diffusion Strategies.
IEEE J. Sel. Top. Signal Process., 2013

On distributed online classification in the midst of concept drifts.
Neurocomputing, 2013

Excess-Risk Analysis of Distributed Stochastic Learners
CoRR, 2013

Post-translational regulation enables robust p53 regulation.
BMC Syst. Biol., 2013

Reputation design for adaptive networks with selfish agents.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

On the effects of colluded statistical attacks in cooperative spectrum sensing.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

An optimal error nonlinearity for robust adaptation against impulsive noise.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Online learning and adaptation over networks: More information is not necessarily better.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Diffusion LMS strategies for parameter estimation over fading wireless channels.
Proceedings of IEEE International Conference on Communications, 2013

Attaining optimal batch performance via distributed processing over networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

A strategy for adjusting combination weights over adaptive networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed inference over regression and classification models.
Proceedings of the IEEE International Conference on Acoustics, 2013

Mitigation of clipping in sensors.
Proceedings of the IEEE International Conference on Acoustics, 2013

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

Modelling brain cortical connectivity using diffusion adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Diffusion LMS localization and tracking algorithm for wireless cellular networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Diffusion estimation over cooperative networks with missing data.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

On the probability distribution of distributed optimization strategies.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Cluster formation over adaptive networks with selfish agents.
Proceedings of the 21st European Signal Processing Conference, 2013

On the benefits of diffusion cooperation for distributed optimization and learning.
Proceedings of the 21st European Signal Processing Conference, 2013

Distributed spectrum sensing in the presence of selfish users.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Adaptive stochastic convex optimization over networks.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data.
IEEE Trans. Signal Process., 2012

Performance Limits for Distributed Estimation Over LMS Adaptive Networks.
IEEE Trans. Signal Process., 2012

Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks.
IEEE Trans. Signal Process., 2012

Clock Jitter Compensation in High-Rate ADC Circuits.
IEEE Trans. Signal Process., 2012

Decentralized Resource Assignment in Cognitive Networks Based on Swarming Mechanisms Over Random Graphs.
IEEE Trans. Signal Process., 2012

Spatio-Temporal Diffusion Strategies for Estimation and Detection Over Networks.
IEEE Trans. Signal Process., 2012

Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks.
IEEE Trans. Signal Process., 2012

An Algorithm to Compensate the Effects of Spurious PLL Tones in Spectrum Sensing Architectures.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012

Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing.
EURASIP J. Adv. Signal Process., 2012

Diffusion Adaptation over Networks
CoRR, 2012

Diffusion networks outperform consensus networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Continuous-time distributed estimation with asymmetric mixing.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Distributed pareto-optimal solutions via diffusion adaptation.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Diffusion LMS for source and process estimation in sensor networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Beam coordination via diffusion adaptation over array networks.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

On the generalization ability of distributed online learners.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Combination weights for diffusion strategies with imperfect information exchange.
Proceedings of IEEE International Conference on Communications, 2012

Distributed throughput optimization over P2P mesh networks using diffusion adaptation.
Proceedings of IEEE International Conference on Communications, 2012

Single-link diffusion strategies over adaptive networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparse diffusion LMS for distributed adaptive estimation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Performance of diffusion adaptation for collaborative optimization.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Asynchronous diffusion adaptation over networks.
Proceedings of the 20th European Signal Processing Conference, 2012

A diffusion LMS strategy for parameter estimation in noisy regressor applications.
Proceedings of the 20th European Signal Processing Conference, 2012

Distributed learning via Diffusion adaptation with application to ensemble learning.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Using an adaptive gene network model for self-organizing multicellular behavior.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Clustering via diffusion adaptation over networks.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Effective information flow over mobile adaptive networks.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

On the limiting behavior of distributed optimization strategies.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Learning over social networks via diffusion adaptation.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Adaptive decision-making over complex networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Unsupervised algorithms for distributed estimation over adaptive networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Mean-square analysis of continuous-time distributed estimation strategies.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Session TP2b: Cooperative adaptation and learning (invited).
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Digital Suppression of Spurious PLL Tones in A/D Converters.
IEEE Trans. Signal Process., 2011

Transient Analysis of Adaptive Affine Combinations.
IEEE Trans. Signal Process., 2011

Modeling Bird Flight Formations Using Diffusion Adaptation.
IEEE Trans. Signal Process., 2011

Distributed Detection Over Adaptive Networks Using Diffusion Adaptation.
IEEE Trans. Signal Process., 2011

Analysis of Spatial and Incremental LMS Processing for Distributed Estimation.
IEEE Trans. Signal Process., 2011

Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks.
IEEE Trans. Signal Process., 2011

Optimal Spectral Feature Detection for Spectrum Sensing at Very Low SNR.
IEEE Trans. Commun., 2011

Signal Processing Theory and Methods [In the Spotlight].
IEEE Signal Process. Mag., 2011

An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals.
IEEE Signal Process. Lett., 2011

Mobile Adaptive Networks.
IEEE J. Sel. Top. Signal Process., 2011

Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data
CoRR, 2011

Collaborative learning of mixture models using diffusion adaptation.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Clock jitter estimation in noise.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Reducing spurious PLL tones in spectrum sensing architectures.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Performance limits of LMS-based adaptive networks.
Proceedings of the IEEE International Conference on Acoustics, 2011

Cooperative prey herding based on diffusion adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Frequency domain compensation of spurious sidebands in A/D circuits.
Proceedings of the IEEE International Conference on Acoustics, 2011

Bio-inspired cooperative optimization with application to bacteria motility.
Proceedings of the IEEE International Conference on Acoustics, 2011

Adaptive Networks with Noisy Links.
Proceedings of the Global Communications Conference, 2011

Bio-inspired swarming for dynamic radio access based on diffusion adaptation.
Proceedings of the 19th European Signal Processing Conference, 2011

Spatio-temporal diffusion mechanisms for adaptation over networks.
Proceedings of the 19th European Signal Processing Conference, 2011

Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks.
Proceedings of the 19th European Signal Processing Conference, 2011

Optimal combination rules for adaptation and learning over networks.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Distributed optimization via diffusion adaptation.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

On the effects of topology and node distribution on learning over complex adaptive networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Diffusion adaptation over networks of particles subject to Brownian fluctuations.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Continuous-time distributed estimation.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
User Selection Methods for Multiuser Two-Way Relay Communications Using Space Division Multiple Access.
IEEE Trans. Wirel. Commun., 2010

Cooperative Sensing via Sequential Detection.
IEEE Trans. Signal Process., 2010

Diffusion least-mean squares with adaptive combiners: formulation and performance analysis.
IEEE Trans. Signal Process., 2010

Optimal linear fusion for distributed detection via semidefinite programming.
IEEE Trans. Signal Process., 2010

Distributed estimation over an adaptive incremental network based on the affine projection algorithm.
IEEE Trans. Signal Process., 2010

Unbiased model combinations for adaptive filtering.
IEEE Trans. Signal Process., 2010

Steady-state MSE performance analysis of mixture approaches to adaptive filtering.
IEEE Trans. Signal Process., 2010

Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems.
IEEE Trans. Signal Process., 2010

Diffusion LMS strategies for distributed estimation.
IEEE Trans. Signal Process., 2010

Diffusion Strategies for Distributed Kalman Filtering and Smoothing.
IEEE Trans. Autom. Control., 2010

Mobile adaptive networks with self-organization abilities.
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

Sampling clock jitter estimation and compensation in ADC circuits.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Reduction of the effects of spurious PLL tones on A/D converters.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Randomized incremental protocols over adaptive networks.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed beamforming and mode selection based on instantaneous system throughput.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed nonlinear Kalman filtering with applications to wireless localization.
Proceedings of the IEEE International Conference on Acoustics, 2010

Foraging behavior of fish schools via diffusion adaptation.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Free electronic access to SP publications.
IEEE Trans. Signal Process., 2009

Innovations Diffusion: A Spatial Sampling Scheme for Distributed Estimation and Detection.
IEEE Trans. Signal Process., 2009

Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks.
IEEE Trans. Signal Process., 2009

Joint compensation of IQ imbalance and phase noise in OFDM wireless systems.
IEEE Trans. Commun., 2009

Introducing overview articles in Signal Processing Transactions [Society News].
IEEE Signal Process. Mag., 2009

Digital Compensation of Cross-Modulation Distortion in Software-Defined Radios.
IEEE J. Sel. Top. Signal Process., 2009

Introduction to the Issue on DSP Techiques for RF/Analog Circuit Impairments.
IEEE J. Sel. Top. Signal Process., 2009

Antenna Selection with Superposition for 4x2 DSTTD Systems.
IEEE Commun. Lett., 2009

Diffusion least-mean squares with adaptive combiners.
Proceedings of the IEEE International Conference on Acoustics, 2009

Optimal linear fusion for distributed spectrum sensing via semidefinite programming.
Proceedings of the IEEE International Conference on Acoustics, 2009

Multi-level diffusion adaptive networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

Spectrum Sensing by Cognitive Radios at Very Low SNR.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Power Allocation for Beamforming Relay Networks under Channel Uncertainties.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm.
IEEE Trans. Signal Process., 2008

Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis.
IEEE Trans. Signal Process., 2008

An Efficient Carrier Phase Synchronization Technique for High-Order M-QAM-OFDM.
IEEE Trans. Signal Process., 2008

Diffusion Recursive Least-Squares for Distributed Estimation Over Adaptive Networks.
IEEE Trans. Signal Process., 2008

Las Vegas Hosts ICASSP'08.
IEEE Signal Process. Mag., 2008

Collaborative wideband sensing for cognitive radios.
IEEE Signal Process. Mag., 2008

Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2008

Carrier Recovery Enhancement for Maximum-Likelihood Doppler Shift Estimation in Mars Exploration Missions.
IEEE J. Sel. Top. Signal Process., 2008

Wideband Spectrum Sensing in Cognitive Radio Networks.
Proceedings of IEEE International Conference on Communications, 2008

Digital compensation of RF nonlinearities in software-defined radios.
Proceedings of the IEEE International Conference on Acoustics, 2008

Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

Diffusion adaptive networks with changing topologies.
Proceedings of the IEEE International Conference on Acoustics, 2008

Diffusion mechanisms for fixed-point distributed Kalman smoothing.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Adaptive Filters
Wiley, ISBN: 978-0-47037412-2, 2008

2007
Joint compensation of transmitter and receiver impairments in OFDM systems.
IEEE Trans. Wirel. Commun., 2007

A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels.
IEEE Trans. Wirel. Commun., 2007

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks (Corrected).
IEEE Trans. Wirel. Commun., 2007

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks.
IEEE Trans. Wirel. Commun., 2007

Performance Analysis of Multiband OFDM UWB Communications With Application to Range Improvement.
IEEE Trans. Veh. Technol., 2007

Compensation of Phase Noise in OFDM Wireless Systems.
IEEE Trans. Signal Process., 2007

Active Antenna Selection in Multiuser MIMO Communications.
IEEE Trans. Signal Process., 2007

Incremental Adaptive Strategies Over Distributed Networks.
IEEE Trans. Signal Process., 2007

Distributed MMSE Relay Strategies for Wireless Sensor Networks.
IEEE Trans. Signal Process., 2007

Adaptive Processing over Distributed Networks.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007

Fundamentals and challenges of optical multiple-input multiple-output multimode fiber links [Topics in Optical Communications].
IEEE Commun. Mag., 2007

Distributed processing over adaptive networks.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

On the Joint Compensation of IQ Imbalances and Phase Noise in MIMO-OFDM Systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A spatial sampling scheme based on innovations diffusion in sensor networks.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

OFDM Channel Estimation in the Presence of Frequency Offset, IQ Imbalance and Phase Noise.
Proceedings of the IEEE International Conference on Acoustics, 2007

Innovations-Based Sampling Over Spatially-Correlated Sensors.
Proceedings of the IEEE International Conference on Acoustics, 2007

Diffusion Least-Mean Squares Over Adaptive Networks.
Proceedings of the IEEE International Conference on Acoustics, 2007

An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2007

2006
Mean-square performance of a convex combination of two adaptive filters.
IEEE Trans. Signal Process., 2006

A Robust Finger Tracking Method for Multimodal Wearable Computer Interfacing.
IEEE Trans. Multim., 2006

Detection of fading overlapping multipath components.
Signal Process., 2006

Capacity enhancement in coherent optical MIMO (COMIMO) multimode fiber links.
IEEE Commun. Lett., 2006

Adaptive Subchip Multipath Resolving for Wireless Location Systems.
EURASIP J. Adv. Signal Process., 2006

Message from the Editor-in-Chief.
EURASIP J. Adv. Signal Process., 2006

Performance Analysis and Range Improvement in Multiband-OFDM UWB Communications.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

On the Performance of Clustered Energy-Aware Wireless Networks.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A phase noise compensation scheme for OFDM wireless systems.
Proceedings of the 14th European Signal Processing Conference, 2006

A dynamic antenna scheduling strategy for multi-user MIMO communications.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
An uplink DS-CDMA receiver using a robust post-correlation Kalman structure.
IEEE Trans. Wirel. Commun., 2005

Compensation schemes and performance analysis of IQ imbalances in OFDM receivers.
IEEE Trans. Signal Process., 2005

Best Paper Award Recipients: A Message From the Editor-in-Chief.
IEEE Trans. Signal Process., 2005

Mean-square performance of data-reusing adaptive algorithms.
IEEE Signal Process. Lett., 2005

An invariant matrix structure in multiantenna communications.
IEEE Signal Process. Lett., 2005

Browsing the environment with the SNAP&TELL wearable computer system - Erratum.
Pers. Ubiquitous Comput., 2005

Browsing the environment with the SNAP&TELL wearable computer system.
Pers. Ubiquitous Comput., 2005

A robust power and rate control method for state-delayed wireless networks.
Autom., 2005

A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A distributed broadcasting time-synchronization scheme for wireless sensor networks.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Steady state performance of convex combinations of adaptive filters.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multi-relay strategy for imperfect channel information in sensor networks.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Mean-square performance of a family of affine projection algorithms.
IEEE Trans. Signal Process., 2004

A Message from the Editor-in-Chief: New EDICS Categories for the TRANSACTIONS.
IEEE Trans. Signal Process., 2004

A Message from the Editor-in-Chief: First Supplement on Secure Media.
IEEE Trans. Signal Process., 2004

Regularized robust filters for time-varying uncertain discrete-time systems.
IEEE Trans. Autom. Control., 2004

Multiobjective filter design for uncertain stochastic time-delay systems.
IEEE Trans. Autom. Control., 2004

Least mean-phase adaptive filters with application to communications systems.
IEEE Signal Process. Lett., 2004

Variable step-size NLMS and affine projection algorithms.
IEEE Signal Process. Lett., 2004

Collaborative algorithms for bandwidth and allocation in wireless networks.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Interference suppression of asynchronous multi-user space-time block coded transmissions.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On the baseband compensation of IQ imbalances in OFDM systems.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Resource allocation strategies for wireless ad-hoc networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A divide-and-conquer algorithm for channel estimation in multi-user space-time coded transmissions.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Robust wireless location over fading channels.
IEEE Trans. Veh. Technol., 2003

Adaptive predictive power control for the uplink channel in DS-CDMA cellular systems.
IEEE Trans. Veh. Technol., 2003

Efficient adaptive receivers for joint equalization and interference cancellation in multiuser space-time block-coded systems.
IEEE Trans. Signal Process., 2003

A message from the editor-in-chief: best paper award recipients.
IEEE Trans. Signal Process., 2003

A message from the new editor-in-chief.
IEEE Trans. Signal Process., 2003

Transient analysis of adaptive filters with error nonlinearities.
IEEE Trans. Signal Process., 2003

Transient analysis of data-normalized adaptive filters.
IEEE Trans. Signal Process., 2003

A robust receiver for multi-user uplink DS-CDMA.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Adaptive frequency-domain joint equalization and interference cancellation for multi-user space-time block-coded systems.
Proceedings of IEEE International Conference on Communications, 2003

Joint frequency-domain adaptive equalization and interference cancellation for multi-user space-time block-coded systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

An optimum OFDM receiver exploiting cyclic prefix for improved data estimation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Improved wireless location accuracy using antenna arrays and interference cancellation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Transient behavior of affine projection algorithms.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A non-line-of-sight equalization scheme for wireless cellular location.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Ability of adaptive filters to track carrier offsets and channel nonstationarities.
IEEE Trans. Signal Process., 2002

Multi-input multi-output fading channel tracking and equalization using Kalman estimation.
IEEE Trans. Signal Process., 2002

A Regularized Robust Design Criterion for Uncertain Data.
SIAM J. Matrix Anal. Appl., 2002

A uniqueness result concerning a robust regularized least-squares solution.
Syst. Control. Lett., 2002

SNAP&TELL: A Multi-Modal Wearable Computer Interface for Browsing the Environment.
Proceedings of the 6th International Symposium on Wearable Computers (ISWC 2002), 2002

Adaptive frequency-domain equalization of space-time block-coded transmissions.
Proceedings of the IEEE International Conference on Acoustics, 2002

Inverse closed-loop power control for CDMA wireless systems.
Proceedings of the IEEE International Conference on Acoustics, 2002

Predictive ratio closed-loop power control for CDMA wireless systems.
Proceedings of the IEEE International Conference on Acoustics, 2002

Optimum error nonlinearities for long adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
A unified approach to the steady-state and tracking analyses of adaptive filters.
IEEE Trans. Signal Process., 2001

Extended fast fixed-order RLS adaptive filters.
IEEE Trans. Signal Process., 2001

RLS-Laguerre lattice adaptive filtering: error-feedback, normalized, and array-based algorithms.
IEEE Trans. Signal Process., 2001

A framework for state-space estimation with uncertain models.
IEEE Trans. Autom. Control., 2001

The Degenerate Bounded Errors-in-Variables Model.
SIAM J. Matrix Anal. Appl., 2001

A survey of spectral factorization methods.
Numer. Linear Algebra Appl., 2001

Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design.
EURASIP J. Adv. Signal Process., 2001

RLS-Laguerre lattice adaptive filtering: error feedback and array-based algorithms.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

SNR performance of an adaptive sigma delta modulator.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Detection of fading overlapping multipath components for mobile positioning systems.
Proceedings of the IEEE International Conference on Communications, 2001

Fixed point analysis of the constant modulus algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2001

Mean-square analysis of normalized leaky adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2001

Orthonormal realization of fast fixed-order RLS adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2001

A stable adaptive structure for delta modulation with improved performance.
Proceedings of the IEEE International Conference on Acoustics, 2001

Transient analysis of adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Parameter estimation with multiple sources and levels of uncertainties.
IEEE Trans. Signal Process., 2000

On the learning mechanism of adaptive filters.
IEEE Trans. Signal Process., 2000

Order-recursive RLS Laguerre adaptive filtering.
IEEE Trans. Signal Process., 2000

An embedding approach to frequency-domain and subband adaptive filtering.
IEEE Trans. Signal Process., 2000

A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers.
IEEE Trans. Signal Process., 2000

The finite-length multi-input multi-output MMSE-DFE.
IEEE Trans. Signal Process., 2000

On the convergence of blind adaptive equalizers for constant modulus signals.
IEEE Trans. Commun., 2000

Array algorithms for H<sup>∞</sup> estimation.
IEEE Trans. Autom. Control., 2000

Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao.
Eur. J. Control, 2000

A unified approach to the steady-state analysis of quantized adaptive filtering algorithms.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Adaptive Multi-Input Multi-Output Fading Channel Equalization Using Kalman Estimation.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

A generalized tracking analysis of adaptive filtering algorithms in cyclicly and randomly varying environments.
Proceedings of the IEEE International Conference on Acoustics, 2000

Exact RLS Laguerre-lattice adaptive filtering.
Proceedings of the IEEE International Conference on Acoustics, 2000

On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Unbiased and stable leakage-based adaptive filters.
IEEE Trans. Signal Process., 1999

A recursive method for solving unconstrained tangential interpolation problems.
IEEE Trans. Autom. Control., 1999

CORDIC-Based MMSE-DFE Coefficient Computation.
Digit. Signal Process., 1999

A unified approach to the steady-state and tracking analyses of adaptive filtering algorithms.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1998
Robust FxLMS algorithms with improved convergence performance.
IEEE Trans. Speech Audio Process., 1998

Design criteria for uncertain models with structured and unstructured uncertainties.
Proceedings of the Robustness in Identification and Control, Workshop Robustness in Identification and Control, Siena, Italy, July 30, 1998

1997
Adaptive tracking of linear time-variant systems by extended RLS algorithms.
IEEE Trans. Signal Process., 1997

Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem.
IEEE Trans. Neural Networks, 1997

Displacement structure and maximum entropy.
IEEE Trans. Inf. Theory, 1997

Stable pole-zero modeling of long FIR filters with application to the MMSE-DFE.
IEEE Trans. Commun., 1997

An l<sub>2</sub>-stable feedback structure for nonlinear adaptive filtering and identification.
Autom., 1997

Iterative solutions of min-max parameter estimation with bounded data uncertainties.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Error-energy bounds for adaptive gradient algorithms.
IEEE Trans. Signal Process., 1996

A time-domain feedback analysis of filtered-error adaptive gradient algorithms.
IEEE Trans. Signal Process., 1996

H<sup>∞</sup> optimality of the LMS algorithm.
IEEE Trans. Signal Process., 1996

Robustness of Gauss - Newton recursive methods: A deterministic feedback analysis.
Signal Process., 1996

Stabilizing the Generalized Schur Algorithm.
SIAM J. Matrix Anal. Appl., 1996

Robustness and convergence of adaptive schemes in blind equalization and neural network training.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Displacement Structure: Theory and Applications.
SIAM Rev., 1995

A Look-Ahead Block Schur Algorithm for Toeplitz-Like Matrices.
SIAM J. Matrix Anal. Appl., 1995

Displacement Structure and Completion Problems.
SIAM J. Matrix Anal. Appl., 1995

On the stability and convergence of Feintuch's algorithm for adaptive IIR filtering.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Time-variant displacement structure and triangular arrays.
IEEE Trans. Signal Process., 1994

1993
Optimality Criteria for LMS and Backpropagation.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

A state-space approach to adaptive filtering.
Proceedings of the IEEE International Conference on Acoustics, 1993

A unified derivation of square-root multichannel least-squares filtering algorithms.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Lattice filter interpretations of the Chandrasekhar recursions for estimation and spectral factorization.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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