Simon Haykin

According to our database1, Simon Haykin authored at least 127 papers between 1975 and 2018.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 1982, "For contributions to signal processing, communication theory, and electrical engineering education.".

Timeline

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Bibliography

2018
Cognitive Risk Control for Transmit-Waveform Selection in Vehicular Radar Systems.
IEEE Trans. Vehicular Technology, 2018

2017
The Cognitive Dynamic System for Risk Control [Point of View].
Proceedings of the IEEE, 2017

Observability of stochastic complex networks under the supervision of cognitive dynamic systems.
J. Complex Networks, 2017

Smart Home: Cognitive Interactive People-Centric Internet of Things.
IEEE Communications Magazine, 2017

Cognitive Risk Control for Physical Systems.
IEEE Access, 2017

2016
Big Data: Theoretical Aspects [Scanning the Issue].
Proceedings of the IEEE, 2016

Big Data: Practical Applications [Scanning the Issue].
Proceedings of the IEEE, 2016

Cognitive Dynamic System as the Brain of Complex Networks.
IEEE Journal on Selected Areas in Communications, 2016

Cognitive Indoor Positioning and Tracking using Multipath Channel Information.
CoRR, 2016

2015
Cognitive Radio Networks: The Spectrum Supply Chain Paradigm.
IEEE Trans. Cogn. Comm. & Networking, 2015

2014
Self-Organization and Compositionality in Cognitive Brains [Further Thoughts].
Proceedings of the IEEE, 2014

On Cognitive Dynamic Systems: Cognitive Neuroscience and Engineering Learning From Each Other.
Proceedings of the IEEE, 2014

Cognitive Dynamic Systems [Scanning the Issue].
Proceedings of the IEEE, 2014

Improved Sparse Coding Under the Influence of Perceptual Attention.
Neural Computation, 2014

Improving Observability of Stochastic Complex Networks under the Supervision of Cognitive Dynamic Systems.
CoRR, 2014

Cognitive Control: Theory and Application.
IEEE Access, 2014

Cognitive control in cognitive dynamic systems: A new way of thinking inspired by the brain.
Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014

2012
Brain-Inspired Dynamic Spectrum Management for Cognitive Radio Ad Hoc Networks.
IEEE Trans. Wireless Communications, 2012

Cognitive Radar: Step Toward Bridging the Gap Between Neuroscience and Engineering.
Proceedings of the IEEE, 2012

Cognitive Control.
Proceedings of the IEEE, 2012

Cognitive Dynamic Systems: Radar, Control, and Radio [Point of View].
Proceedings of the IEEE, 2012

Dynamic spectrum supply chain model for cognitive radio networks.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

Double-layer dynamics of cognitive radio networks.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

2011
Cognitive Informatics and Cognitive Computing in Year 10 and Beyond.
IJCINI, 2011

Cognitive Dynamic Systems.
IJCINI, 2011

Control theoretic approach to tracking radar: First step towards cognition.
Digital Signal Processing, 2011

Cognitive Computation Special Issue on Cognitive Behavioural Systems.
Cognitive Computation, 2011

Cubature Kalman smoothers.
Automatica, 2011

New vision for the world of wireless communications enabled with cognition.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Cognitive Informatics in Year 10 and Beyond: summary of the plenary panel.
Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011

Cognitive Dynamic Systems: An integrative field that will be a hallmark of the 21st century.
Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011

2010
Cubature kalman filtering for continuous-discrete systems: theory and simulations.
IEEE Trans. Signal Processing, 2010

A Zakai equation derivation of the extended Kalman filter.
Automatica, 2010

Self-Organizing Dynamic Spectrum Management for Cognitive Radio Networks.
Proceedings of the 8th Annual Conference on Communication Networks and Services Research, 2010

2009
Dynamic spectrum management for cognitive radio: an overview.
Wireless Communications and Mobile Computing, 2009

Cubature Kalman Filters.
IEEE Trans. Automat. Contr., 2009

Robust Transmit Power Control for Cognitive Radio.
Proceedings of the IEEE, 2009

Spectrum Sensing for Cognitive Radio.
Proceedings of the IEEE, 2009

2008
Square-Root Quadrature Kalman Filtering.
IEEE Trans. Signal Processing, 2008

Nonlinear Bayesian Filters for Training Recurrent Neural Networks.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

2007
Stochastic Differential Equation Theory Applied to Wireless Channels.
IEEE Trans. Communications, 2007

Syntactic Modeling and Signal Processing of Multifunction Radars: A Stochastic Context-Free Grammar Approach.
Proceedings of the IEEE, 2007

Discrete-Time Nonlinear Filtering Algorithms Using Gauss-Hermite Quadrature.
Proceedings of the IEEE, 2007

Decoupled echo state networks with lateral inhibition.
Neural Networks, 2007

Cognitive Dynamic Systems.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Improved bayesian MIMO channel tracking for wireless communications: incorporating a dynamical model.
IEEE Trans. Wireless Communications, 2006

2005
Kalman filter-trained recurrent neural equalizers for time-varying channels.
IEEE Trans. Communications, 2005

The Cocktail Party Problem.
Neural Computation, 2005

A Novel Model-Based Hearing Compensation Design Using a Gradient-Free Optimization Method.
Neural Computation, 2005

Cognitive radio: brain-empowered wireless communications.
IEEE Journal on Selected Areas in Communications, 2005

Hidden Markov models for radar pulse train analysis in electronic warfare.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Modeling, identification, and control of large-scale dynamical systems.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Stochastic correlative learning algorithms.
IEEE Trans. Signal Processing, 2004

Development of a flexible, realistic hearing in noise test environment (R-HINT-E).
Signal Processing, 2004

A novel signal-processing strategy for hearing-aid design: neurocompensation.
Signal Processing, 2004

Special Issue on Sequential State Estimation.
Proceedings of the IEEE, 2004

Bayesian sequential state estimation for MIMO wireless communications.
Proceedings of the IEEE, 2004

Turbo-MIMO for wireless communications.
IEEE Communications Magazine, 2004

Signal Processing in a Nonlinear, NonGaussian, and Nonstationary World.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004

R-HINT-E: a realistic hearing in noise test environment.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Theory of Monte Carlo sampling-based Alopex algorithms for neural networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
T-BLAST for wireless communications: first experimental results.
IEEE Trans. Vehicular Technology, 2003

Turbo-BLAST: performance evaluation in correlated Rayleigh-fading environment.
IEEE Journal on Selected Areas in Communications, 2003

Predicting Speech Intelligibility from a Population of Neurons.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Application of particle filters to MIMO wireless communications.
Proceedings of IEEE International Conference on Communications, 2003

Unscented Kalman filter-trained recurrent neural equalizer for time-varying channels.
Proceedings of IEEE International Conference on Communications, 2003

2002
Turbo-BLAST for wireless communications: theory and experiments.
IEEE Trans. Signal Processing, 2002

On Different Facets of Regularization Theory.
Neural Computation, 2002

Efficient sparse FIR filter design.
Proceedings of the IEEE International Conference on Acoustics, 2002

Convolutional Neural Networks for Radar Detection.
Proceedings of the Artificial Neural Networks, 2002

2001
Neural and Adaptive Systems: Fundamentals Through Simulations.
IEEE Trans. Neural Networks, 2001

Feedforward Neural Network Methodology.
IEEE Trans. Neural Networks, 2001

Multi-Valued and Universal Binary Neurons: Theory, Learning, and Applications [Book Review].
IEEE Trans. Neural Networks, 2001

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence [Book Review].
IEEE Trans. Neural Networks, 2001

A new view on regularization theory.
Proceedings of the IEEE International Conference on Systems, 2001

A simplified Diagonal BLAST architecture with iterative parallel-interference cancellation receivers.
Proceedings of the IEEE International Conference on Communications, 2001

Joint beamformer estimation and co-antenna interference cancellation for TURBO-BLAST.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
TURBO-BLAST for high-speed wireless communications.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

1999
A dynamic regularized radial basis function network for nonlinear, nonstationary time series prediction.
IEEE Trans. Signal Processing, 1999

A dynamic channel assignment policy through Q-learning.
IEEE Trans. Neural Networks, 1999

Simple and robust methods for support vector expansions.
IEEE Trans. Neural Networks, 1999

An explicit algorithm for training support vector machines.
IEEE Signal Process. Lett., 1999

Neural networks for sensor fusion in remote sensing.
Proceedings of the International Joint Conference Neural Networks, 1999

The separability theory of hyperbolic tangent kernels and support vector machines for pattern classification.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Generalized support vector machines.
Proceedings of the ESANN 1999, 1999

1998
Image Compression Using KLT, Wavelets and an Adaptive Mixture of Principal Components Model.
VLSI Signal Processing, 1998

Adaptive nonlinear filtering with the support vector method.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Optimum nonlinear filtering.
IEEE Trans. Signal Processing, 1997

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

Modular learning strategy for signal detection in a nonstationary environment.
IEEE Trans. Signal Processing, 1997

Guest Editors' Introduction: Neural Networks For Signal Processing.
IEEE Trans. Signal Processing, 1997

1996
A modular neural network for enhancement of cross-polar radar targets.
Neural Networks, 1996

1995
The chirplet transform: physical considerations.
IEEE Trans. Signal Processing, 1995

Nonlinear adaptive prediction of nonstationary signals.
IEEE Trans. Signal Processing, 1995

Optimally adaptive transform coding.
IEEE Trans. Image Processing, 1995

A dynamic regularized Gaussian radial basis function network for nonlinear, nonstationary time series prediction.
Proceedings of the 1995 International Conference on Acoustics, 1995

A new pseudo-noise generator for spread spectrum communications.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Detection and estimation using an adaptive rational function filter.
IEEE Trans. Signal Processing, 1994

Modified Kalman filtering.
IEEE Trans. Signal Processing, 1994

Self-Organizing Segmentor and Feature Extractor.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
AR-based growler detection in sea clutter.
IEEE Trans. Signal Processing, 1993

Parallel Implementation of the Extended Square-Root Covariance Filter for Tracking Applications.
IEEE Trans. Parallel Distrib. Syst., 1993

Rational Function Neural Network.
Neural Computation, 1993

1991
The complex backpropagation algorithm.
IEEE Trans. Signal Processing, 1991

Error bound method and its application to the LMS algorithm.
IEEE Trans. Signal Processing, 1991

Classification of radar clutter using neural networks.
IEEE Trans. Neural Networks, 1991

A coherent dual-polarized radar for studying the ocean environment.
IEEE Trans. Geoscience and Remote Sensing, 1991

1990
Radial basis function classification of impulse radar waveforms.
Proceedings of the IJCNN 1990, 1990

A multi-layer neural network classifier for radar clutter.
Proceedings of the IJCNN 1990, 1990

1989
Stability of recursive QRD-LS algorithms using finite-precision systolic array implementation.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

Performance limits of the innovations-based detection algorithm.
IEEE Trans. Information Theory, 1989

1988
Application of the Weiss-Weinstein bound to a two-dimensional antenna array.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

1983
Tracking characteristics of the Kalman filter in a nonstationary environment for adaptive filter applications.
Proceedings of the IEEE International Conference on Acoustics, 1983

Evaluation of angle of arrival estimators using real multipath data.
Proceedings of the IEEE International Conference on Acoustics, 1983

1982
An innovations approach to discrete-time detection theory.
IEEE Trans. Information Theory, 1982

Non-stationary learning characteristics of adaptive lattice filters.
Proceedings of the IEEE International Conference on Acoustics, 1982

1981
Maximum-entropy field-mapping in the presence of correlated multipath.
Proceedings of the IEEE International Conference on Acoustics, 1981

An adaptive interference canceller using Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 1981

Performance studies of adaptive lattice prediction-Error filters for target detection in a radar environment using real data.
Proceedings of the IEEE International Conference on Acoustics, 1981

1980
An experimental study of the MEM applied to array antennas in the presence of multipath.
Proceedings of the IEEE International Conference on Acoustics, 1980

A comparison of algorithms for the calculation of adaptive lattice filters.
Proceedings of the IEEE International Conference on Acoustics, 1980

1979
Maximum entropy (adaptive) filtering applied to radar clutter.
Proceedings of the IEEE International Conference on Acoustics, 1979

1978
The maximum entropy method applied to the spectral analysis of radar clutter (Corresp.).
IEEE Trans. Information Theory, 1978

A programmable sonar signal processor.
Proceedings of the IEEE International Conference on Acoustics, 1978

1977
Performance analysis of a radar signal processing system with continuous electronic array scanning.
Inf. Sci., 1977

1976
Adaptive digital filtering for coherent MTI radar.
Inf. Sci., 1976

1975
Modeling of clutter for coherent pulsed radar (Corresp.).
IEEE Trans. Information Theory, 1975


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