Latest News at CSL

**I. First Special Issue on Cognitive Dynamic Systems**

Published by Proc. IEEE (download the table of contents).

**II. COLLABORATIVE WORK WITH INDUSTRY**

1. White paper on Cognitive Radar Information Networks for security along the Great Lakes, Collaborator: Accipiter Radar Technology.

**III. BOOKS**

1. S. Haykin, Adaptive Filter Theory, 5th Edition, Prentice Hall, 2013.

2. S. Haykin, Digital Communication Systems, John Wiley and Sons, 2013.

3. S. Haykin, Cognitive Dynamic Systems, Cambridge Univerity Press, March 2012. (The first book written on this integrative new field.)

**IV. PAPERS**

1. S. Haykin and J.M. Fuster, On Cognitive Dynamic Systems: Cognitive Neuroscience and Engineering Learning From Each Other, Proc. IEEE, Special Issue on Cognitive Dynamic Systems, April 2014.

2. A. Amiri and S. Haykin, Improved Sparse Coding under the Influence of Perceptual Attention, Neural Computation Journal, MIT-Press, February 2014.

3. S. Haykin and P. Setoodeh, Cognitive Radio Networks: The Supply Chain Paradigm, second revision.

4. F. Khozeimeh and S. Haykin, Self-organized Dynamic Spectrum Management for Ad Hoc Networks, IEEE Trans. on Wireless Communications, under review.

5. S. Haykin, Y. Xue, and P. Setoodeh, "Cogitive Radar: Step Toward Bridging Gap Between Neuroscience and Engineering," Proc. IEEE, 2012, to be published.

6. S. Haykin, M. Fatemi, Y. Xue, and P. Setoodeh, "Cognitive Control," Proc. IEEE, submitted.

7. M. Fatemi and S. Haykin, "On Reinforcement Learning and Planning in Cognitive Control", IEEE Trans. on Neural Networks and Learning Systems.

8. P. Setoodeh and S. Haykin, “Double-layer dynamics of cognitive radio networks,” The First IEEE International Workshop on Emerging COgnitive Radio Applications and aLgorithms (CORAL), San Francisco, June 2012.

9. P. Setoodeh and S. Haykin, “Dynamic spectrum supply chain model for cognitive radio networks,” The First IEEE International Workshop on Emerging COgnitive Radio Applications and aLgorithms (CORAL), San Francisco, June 2012.

**V. INVITED LECTURES**

1. S. Haykin, "Cognitive Dynamic Systems: Cognitive Control," 2nd International Symposium on Innovative Mathematical Modeling, University of Tokyo, Japan, May 15, 2012.

2. S. Haykin, "Cognitive Control," RIKEN Institute, Tokyo, Japan, May 21, 2012

PUBLICATIONS

Here is a list of the publications

[Journals] [Conferences] [Talks] [Reports] [Books] [IPIX Radar related]

I. Radar Signal Processing

- S. Haykin, R. Bakker, and B.W. Currie (2002), “Uncovering Nonlinear Dynamics: The Case Study of Sea Clutter”, Proceedings of the IEEE, Special Issue on Applications of Nonlinear Dynamics, Vol. 90, Issue 5, pp. 860-881, May. (Invited)
- S. Haykin and D. Thomson (1998), “Signal Detection in a Nonstationary Environment Reformulated as an Adaptive Pattern Classiﬁcation Problem.” Proceedings of the IEEE, Special Issue on Intelligent Signal Processing, Vol. 86, No. 11, pp. 2325-2344, November.
- E. Vertatschitsch and S. Haykin (1991), “Impact of linear Array Geometry on Direction Estimation for a Single Source”, IEEE Trans. on Antennas and Propagation, Vol. 39, No. 5, pp. 576-584, May.
- T. Drosopoulos and S. Haykin (2007), Angle-of-Arrival Estimation in the Presence of Multipath, Book Chapter 2, in Adaptive Radar Signal Processing, edited by S. Haykin, pp. 11-90.
- A. Ukrainec and S. Haykin, (1996). “A Modular Neural Network for Enhancement of Cross-polar Radar Targets”, Neural Networks, Vol. 9, pp. 143-168, January.
- S. Haykin, W. Stehwien, C. Deng, P. Weber and R. Mann (1991), “Classiﬁcation of Radar Clutter in an Air Trafﬁc Control Environment”, Proceedings of the IEEE, Vol. 79, No. 6, pp. 742-772.

- I. Arasaratnam, and S. Haykin (2009), "Cubature Kalman Filters", IEEE Trans. Automatic Control, To Appear in Vol. 54, No. 6, June 2009.
- I. Arasaratram, S. Haykin and R.J. Elliott (2007), “Discrete-time Nonlinear Filtering Algorithms using Gauss-Hermite Quadrature”, Proceedings of the IEEE, Special Issue on Large-Scale Dynamic Systems, Vol. 95, pp. 953-977.
- S. Mann and S. Haykin (1995), “The Chirplet Transform: Physical Considerations”, IEEE Trans. Signal Processing, Vol. 43, No. 11, pp. 2745-2761, November.

- M. Sellathurai and S. Haykin (2002), “Turbo-BLAST for Wireless Communications: Theory and Experiments”, IEEE Trans. Signal Processing, Special Issue on MIMO Wireless Communications, vol. 50, pp. 2538-2546. (Invited)
- K. Huber and S. Haykin (2006), “Improved Bayesian MIMO channel tracking for wireless communications: Incorporating a Dynamical Channel”, IEEE Journal on Wireless Communications, Vol. 5, No. 9, pp. 2458-2466.
- N. Costa and S. Haykin (2007), A Novel Wideband MIMO Channel Model and Experimental Validation, accepted for publication, IEEE Trans. Antennas and Propagation.

- S. Haykin and Z. Chen (2005), “The Cocktail Party Problem”, Neural Computation, Vol. 17, No. 9, pp. 1875-1902.
- S. Haykin and K. Kan (2007), “Coherent ICA: Implications for Auditory Signal Processing”, 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New York, October.
- Yanbo Xue, Le Yang, and Simon Haykin, "Decoupled Echo State Networks With Lateral Inhibition,"
*Elsevier Neural Networks,*April 2007. - P. Yee and S. Haykin (1999), “A Dynamic Regularized Gaussian Radial Basis Function Network for Nonlinear, Nonstationary Time Series Prediction”, IEEE Signal Processing Society, Vol. 47, Iss. 9, pp. 2503-2521, Sept.
- S. Haykin and L. Li, (1995). “Nonlinear Adaptive Prediction of Nonstationary Signals”, IEEE Trans. Signal Processing, Vol. 45, pp.526-535.
- R. Dony and S. Haykin, (1995). “Optimally Adaptive Transform Coding”, IEEE Trans. Image Processing, Vol. 4, No. 10, pp.1358-1370, October.
- Y. Xu. S. Haykin and R. Racine (1999), “Multiple window time-frequency analysis of EEG using Slepian sequences and Hermite functions”, IEEE Tran. Biomedical Engineering, Vol. 46, No. 7, pp. 861-866, July.
- S. Haykin, R. Racine, Y. Xu, and C.A. Chapman (1996), “Monitoring Neuronal Oscillations and Signal Transmission between Cortical Regions Using Time-Frequency Analysis of Electroencephalographic Activity”, Proceedings of the IEEE, Special Issue on Time-frequency Analysis,Vol. 84, No. 9, pp.1295-1301, September.

- S. Haykin, (2005), “Cognitive Radio: Brain-empowered Wireless Communications”, IEEE Journal on Selected Areas in Communications, Special Issue on Cognitive Networks, vol. 23, pp. 201220. (Invited)
- S. Haykin, “Cognitive Radar: A way of the future”, IEEE Signal Processing Magazine, Vol. 23, pp 30-41 (invited)
- S. Haykin, “Cognitive Dynamic Systems", Proceedings of the IEEE, November 2006.

- I. Arasaratnam, and S. Haykin (2009), "Hybrid Cubature Filter: Theory and Tracking Application", Tech. Report CSL-2009-4, McMaster Univ., 2009

- S. Haykin, Foundations of Communications Systems, Wiley (under preparation).
- S. Haykin, Cognitive Dynamic Systems, Cambridge Press (under preparation).
- S. Haykin, S. Wicker and V. Krishmurthy, Networks and Systems (under preparation).
- S. Haykin, Cognitive Machines for Signal Processing1 (under consideration).
- S. Haykin, Adaptive Radar: Toward the Development of Cognitive Radar, Wiley (almost ready for publication).
- S. Haykin and M. Reed, Statistical Communication Theory, Wiley.
- Z. Chen, S. Haykin, J. Eggermont, and S. Becker, Correlative Learning: A Basis for Brain and Adaptive System, Wiley (under preparation).
- S. Haykin and M. Moher, Communication Systems, Fifth Edition, Wiley, (under preparation).
- S. Haykin and M. Moher, Introduction to Analog and Digital Communications, Second Edition, Wiley.
- S. Haykin, M. Sellathurai, T. Ratnarajah, K. Huber and V. Sellathurai, Space-Time Communication Theory, Wiley (under preparation).
- S. Haykin, Neural Network: A Comprehensive Foundation, 3rd Edition, Prentice-Hall (under preparation).
- S. Haykin and M. Moher, Modern Wireless Communications: Prentice-Hall 2004.
- S. Haykin and B. Van Veen, Signals and Systems, Second Edition, Wiley, 2003.
- S. Haykin and B. Widrow, (eds.), Least Mean-Square Filters: New insights and developments, Wiley-Interscience, 2002.
- S. Haykin, Adaptive Filter Theory, 4th Edition, Prentice Hall, 2002.
- S. Haykin and B. Kosko (ed.), Intelligent Signal Processing, IEEE Press, 2001
- P. Yee and S. Haykin, Regularized Radial Basis Function Networks, Wiley, 2001
- S. Haykin, Communication Systems, Fourth Edition, Wiley, 2001.
- S. Haykin (ed.), Unsupervised Adaptive Filtering, Vol. I and II, Wiley, 2000
- S. Haykin, Neural Networks: A Comprehensive Foundation, 2nd Edition, Prentice-Hall, 1999.
- S. Haykin and B. Van Veen, “Signals and Systems”, Wiley, 1998
- S. Haykin, “Adaptive Filter Theory”, 3rd Edition, Prentice-Hall, 1996.
- S. Haykin (editor), Advances in Spectrum Analysis and Array Processing, Vol. III, Prentice-Hall, 1994.
- S. Haykin, “Communications Systems”, Third Edition, Wiley, 1994.
- S. Haykin, E. Lewis, K. Raney, and J. Rossiter, editors, “Remote Sensing of Sea Ice”, Wiley-Interscience, 1994.
- S. Haykin (editor), “Blind Deconvolution”, Prentice-Hall, 1994.
- S. Haykin and A. Steinhardt, “Radar Detection and Estimation”, Wiley, 1992.
- S. Haykin, J. Litva, and T. Shepherd (editors), “Radar Array Processing”, Springer-Verlag, 1992.
- S. Haykin, “Adaptive Filter Theory”, Second Edition, Prentice Hall, 1991.
- S. Haykin (editor), “Advances in Spectrum Estimation and Array Processing”. Volumes I and II, Prentice-Hall, 1991.
- S. Haykin, “An Introduction to Analog and Digital Communications”, Wiley, 1989.
- S. Haykin, “Modern Filters”, Macmillan, 1989.
- S. Haykin, “Digital Communications”, Wiley, 1988.
- S. Haykin (editor), “Selected Topics in Signal Processing”, Prentice-Hall, 1988.
- E. Lewis, B. Currie and S. Haykin, “Surface-based Radar Detection and Classiﬁcation of Sea Ice”, Research Studies Press Ltd. (United Kingdom), 1987.
- S. Haykin, “Adaptive Filter Theory”, Prentice-Hall, 1986.
- S. Haykin, “Array Signal Processing”, Prentice-Hall, 1984.
- S. Haykin, “Communications Systems”, Second Edition, Wiley, 1983.
- S. Haykin (editor), “Nonlinear Methods of Spectral Analysis”, Second Edition, Springer-Verlag, 1983.
- S. Haykin (editor), “Array Processing: Applications to Radar”, Dowden, Hutchison and Ross, 1980.
- S. Haykin (editor), “Detection and Estimation: Applications to Radar”, Dowden, Hutchison and Ross, 1979.
- S. Haykin, “Nonlinear Methods of Spectral Analysis:, Springer-Verlag, 1979.
- S. Haykin, “Communications Systems”, Wiley, 1978.