Simon Haykin

Orcid: 0000-0002-0346-261X

Affiliations:
  • McMaster University, Department of Electrical and Computer Engineering, Hamilton, Canada


According to our database1, Simon Haykin authored at least 168 papers between 1974 and 2022.

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

2022
Coordinated Cognitive Risk Control for Bridging Vehicular Radar and Communication Systems.
IEEE Trans. Intell. Transp. Syst., 2022

2019
Cognitive Risk Control for Anti-Jamming V2V Communications in Autonomous Vehicle Networks.
IEEE Trans. Veh. Technol., 2019

Artificial Intelligence Communicates With Cognitive Dynamic System for Cybersecurity.
IEEE Trans. Cogn. Commun. Netw., 2019

Cognitive Dynamic System for Future RACE Vehicles in Smart Cities: A Risk Control Perspective.
IEEE Internet Things Mag., 2019

Cognitive Risk Control for Mitigating Cyber-Attack in Smart Grid.
IEEE Access, 2019

Cognitive Dynamic System for Control and Cyber-Attack Detection in Smart Grid.
IEEE Access, 2019

Anti-Jamming V2V Communication in an Integrated UAV-CAV Network with Hybrid Attackers.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

V2V Communication-Assisted Transmit-Waveform Selection for Cognitive Vehicular Radars.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

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

2017
The Cognitive Dynamic System for Risk Control [Point of View].
Proc. 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 Commun. Mag., 2017

Cognitive Risk Control for Physical Systems.
IEEE Access, 2017

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

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

Cognitive Dynamic System as the Brain of Complex Networks.
IEEE J. Sel. Areas Commun., 2016

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

2015
Cognitive Radio Networks: The Spectrum Supply Chain Paradigm.
IEEE Trans. Cogn. Commun. Netw., 2015

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

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

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

Improved Sparse Coding Under the Influence of Perceptual Attention.
Neural Comput., 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. Wirel. Commun., 2012

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

Cognitive Control.
Proc. IEEE, 2012

Cognitive Dynamic Systems: Radar, Control, and Radio [Point of View].
Proc. 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.
Int. J. Cogn. Informatics Nat. Intell., 2011

Cognitive Dynamic Systems.
Int. J. Cogn. Informatics Nat. Intell., 2011

Control theoretic approach to tracking radar: First step towards cognition.
Digit. Signal Process., 2011

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

Cubature Kalman smoothers.
Autom., 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 Process., 2010

A Zakai equation derivation of the extended Kalman filter.
Autom., 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.
Wirel. Commun. Mob. Comput., 2009

Cubature Kalman Filters.
IEEE Trans. Autom. Control., 2009

Robust Transmit Power Control for Cognitive Radio.
Proc. IEEE, 2009

Spectrum Sensing for Cognitive Radio.
Proc. IEEE, 2009

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

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

Optimal waveform design for cognitive radar.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

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

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

Discrete-Time Nonlinear Filtering Algorithms Using Gauss-Hermite Quadrature.
Proc. IEEE, 2007

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

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

Cognitive radar: a way of the future.
IEEE Signal Process. Mag., 2006

A new nonlinear filter.
Commun. Inf. Syst., 2006

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

The Cocktail Party Problem.
Neural Comput., 2005

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

Cognitive radio: brain-empowered wireless communications.
IEEE J. Sel. Areas Commun., 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 Process., 2004

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

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

Special Issue on Sequential State Estimation.
Proc. IEEE, 2004

Bayesian sequential state estimation for MIMO wireless communications.
Proc. IEEE, 2004

Turbo-MIMO for wireless communications.
IEEE Commun. Mag., 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. Veh. Technol., 2003

Turbo-BLAST: performance evaluation in correlated Rayleigh-fading environment.
IEEE J. Sel. Areas Commun., 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

Multi-function radar emitter modelling: a stochastic discrete event system approach.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

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

Uncovering nonlinear dynamics-the case study of sea clutter.
Proc. IEEE, 2002

On Different Facets of Regularization Theory.
Neural Comput., 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

Signal processing: where physics and mathematics meet.
IEEE Signal Process. Mag., 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
Adaptive digital communication receivers.
IEEE Commun. Mag., 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 Process., 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

Multiple window time-frequency distribution and coherence of EEG using Slepian sequences and Hermite functions.
IEEE Trans. Biomed. Eng., 1999

Lessons on adaptive systems for signal processing, communications, and control.
IEEE Signal Process. Mag., 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 7th European Symposium on Artificial Neural Networks, 1999

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

Making sense of a complex world [chaotic events modeling].
IEEE Signal Process. Mag., 1998

Signal detection in a nonstationary environment reformulated as an adaptive pattern classification problem.
Proc. IEEE, 1998

Special Issue On Intelligent Signal Processing.
Proc. IEEE, 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 Process., 1997

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

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

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

1996
Neural networks expand SP's horizons.
IEEE Signal Process. Mag., 1996

Monitoring neuronal oscillations and signal transmission between cortical regions using time-frequency analysis of electroencephalographic activity.
Proc. IEEE, 1996

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

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

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

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

Detection of signals in chaos.
Proc. IEEE, 1995

Neural network approaches to image compression.
Proc. IEEE, 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 Process., 1994

Modified Kalman filtering.
IEEE Trans. Signal Process., 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 Process., 1993

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

Rational Function Neural Network.
Neural Comput., 1993

A cascaded recurrent neural network for real-time nonlinear adaptive filtering.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Pattern classification as an ill-posed, inverse problem: a regularization approach.
Proceedings of the IEEE International Conference on Acoustics, 1993

Chaotic detection of small target in sea clutter.
Proceedings of the IEEE International Conference on Acoustics, 1993

Optimally integrated adaptive learning.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Time-frequency perspectives: the 'chirplet' transform.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Modified Kalman filtering with an optimal target function.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Model reconstruction of chaotic dynamics: first preliminary radar results.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Bearing estimation in a colored noise background using the method of multiple windows.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

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

Error bound method and its application to the LMS algorithm.
IEEE Trans. Signal Process., 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. Geosci. Remote. Sens., 1991

Classification of radar clutter in an air traffic control environment.
Proc. IEEE, 1991

Target detection in a nonstationary noise field: a comparison-based approach.
Proceedings of the 1991 International Conference on Acoustics, 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

Systolic-based computing machinery for radar signal processing studies.
Proceedings of the Application Specific Array Processors, 1990

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

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

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

Parallel implementation of the tracking Kalman filter.
Proceedings of the IEEE International Conference on Acoustics, 1988

1986
Nonredundant arrays.
Proc. IEEE, 1986

1985
Simultaneous resolution of unambiguous range and doppler in a pulse-doppler radar using multiple PRFs.
Proc. IEEE, 1985

Surface-based radar imaging of sea ice.
Proc. IEEE, 1985

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. Inf. 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. Inf. Theory, 1978

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

1977
A New System Synchronization Technique for the Switching Satellite.
IEEE Trans. Commun., 1977

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

1976
A Simulation Study of Digital Modulation Methods for Wide-Band Satellite Communications.
IEEE Trans. Commun., 1976

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

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

1974
A New Synchronization Technique for Switched TDMA Satellite Systems.
IEEE Trans. Commun., 1974


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