Cognitive Dynamic Systems

Simon Haykin is the Director of the Cognitive Systems Laboratory at McMaster University, Canada. He is a pioneer in adaptive signal-processing, theory and applications in radar and communications, areas of research that have occupied much of his professional life. He is a Fellow of the IEEE and the Royal Society of Canada and is the recipient of the Henry Booker Gold Medal from URSI (2002), the Honorary Degree of Doctor of Technical Sciences from ETH Zentrum, Zurich (1999) and many other medals and prizes. In addition to the seminal journal papers 'Cognitive Radio' and 'Cognitive Radar', he has also written or co-written nearly 50 books including a number of best-selling textbooks in the fields of signal processing, communications, and neural networks and learning machines.

• 1. Introduction; 2. Cognition; 3. Sensing the environment; 4. Bayesian filtering; 5. Learning machines; 6. Dynamic programming; 7. Emergent behaviour of cognitive dynamic systems; 8. Cognitive radar; 9. Cognitive radio; 10. Epilogue.

"The author has led the Cognitive System Laboratory at McMaster University for many years, contributing fundamental papers to cognitive dynamic systems theory. It is therefore fortunate that this book has been written, the first one on this integrative new field. This very clear and highly pedagogical book will be greatly appreciated by many applied researchers." -M. Iosifescu, Mathematical Reviews