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Cognitive Dynamic Systems: Perception-action Cycle, Radar and Radio
Abstract
The principles of cognition are becoming increasingly important in the areas of signal processing, communications and control. In this groundbreaking book, Simon Haykin, a pioneer in the field and an award-winning researcher, educator and author, sets out the fundamental ideas of cognitive dynamic systems. Weaving together the various branches of study involved, he demonstrates the power of cognitive information processing and highlights a range of future research directions. The book begins with a discussion of core topics such as cognition and sensing, dealing, in particular, with the perception-action cycle. Bayesian filtering, machine learning and dynamic programming are then addressed. Building on these foundations, there is detailed coverage of two important practical applications, cognitive radar and cognitive radio. Blending theory and practice, this insightful book is aimed at all graduate students and researchers looking for a thorough grounding in this fascinating field.
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Citations
Cited by
Hassanien, A., Amin, M. G., Zhang, Y. D., & Ahmad, F. (2016) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2015.2505667 · Cited by 641
Sayed, A. H. (2014) · Proceedings of the IEEE · doi:10.1109/jproc.2014.2306253 · Cited by 587
Radar Spectrum Engineering and Management: Technical and Regulatory Issues
Griffiths, H., Cohen, L., Watts, S., Mokole, E., Baker, C., Wicks, M., & Blunt, S. (2015) · Proceedings of the IEEE · doi:10.1109/jproc.2014.2365517 · Cited by 566
Cognitive internet of things: A new paradigm beyond connection
Wu, Q., Ding, G., Xu, Y., Feng, S., Du, Z., Wang, J., & Long, K. (2014) · IEEE Internet of Things Journal · doi:10.1109/jiot.2014.2311513 · Cited by 550
Cognitive Radar Framework for Target Detection and Tracking
Bell, K. L., Baker, C. J., Smith, G. E., Johnson, J. T., & Rangaswamy, M. (2015) · IEEE Journal of Selected Topics in Signal Processing · doi:10.1109/jstsp.2015.2465304 · Cited by 283
Metadata
- Authors
- Haykin, S.
- Venue
- Cambridge University Press eBooks
- Publisher
- Cambridge University Press
- Published
- 2012-03-22
- OpenAlex
- W4250923177
- Cited by
- 266
- References
- 0
- FWCI
- 29.63
- Type
- book
- Language
- en
- Open access
- closed
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