S. Haykin

McMaster University — Canada

Engineering · Physical Sciences

73h-index59.4kcitations438works0.02yr avg
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Research Topics

Radar Systems and Signal Processing(91), Neural Networks and Applications(72), Target Tracking and Data Fusion in Sensor Networks(70), Advanced Adaptive Filtering Techniques(45), Blind Source Separation Techniques(41)

Publications437 total

Nonparametric Bayesian Models
2022
Introduction
2022
Expectation Maximization
2022· 6 cited
Deep Learning
2022· 1 cited
References
2022
Smooth Variable‐Structure Filter
2022· 1 cited
Nonlinear Filters
2022· 25 cited
Particle Filter
2022
Observability
2022
Reinforcement Learning‐Based Filter
2022
Index
2022
Deep Learning‐Based Filters
2022
Kalman Filter
2022· 4 cited
Bayesian Paradigm and Optimal Nonlinear Filtering
2022
Front Matter
2022
Coordinated Cognitive Risk Control for Bridging Vehicular Radar and Communication Systems
IEEE Transactions on Intelligent Transportation Systems·2020· 13 cited
Cognitive Dynamic System for AC State Estimation and Cyber-Attack Detection in Smart Grid
IntechOpen eBooks·2020· 1 citedOpen Access
Cognitive Risk Control for Anti-Jamming V2V Communications in Autonomous Vehicle Networks
IEEE Transactions on Vehicular Technology·2019· 62 cited
Artificial Intelligence Communicates With Cognitive Dynamic System for Cybersecurity
IEEE Transactions on Cognitive Communications and Networking·2019· 14 cited
V2V Communication-Assisted Transmit-Waveform Selection for Cognitive Vehicular Radars
2019· 6 cited
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Frequent Co-authors

Ienkaran Arasaratnam(5), Zhe Chen(2), Mathini Sellathurai(2), B. W. Currie(2), S. Kesler(2), David J. Thomson(1), Jeffrey H. Reed(1), Robert J. Elliott(1), T. R. Hurd(1), Steve Mann(1), Henry Leung(1), K. Chen(1), Vladimı́r Kvasnička(1), P.C. Kanen(1), Xiao Bo Li(1), J. Litva(1), T. J. Shepherd(1), Bernard Widrow(1), R.D. Dony(1), J. H. Justice(1)