Engineering Applications of FPGAs
Springer International Publishing (Verlag)
978-3-319-81679-1 (ISBN)
This book offers readers a clear guide to implementing engineering applications with FPGAs, from the mathematical description to the hardware synthesis, including discussion of VHDL programming and co-simulation issues. Coverage includes FPGA realizations such as: chaos generators that are described from their mathematical models; artificial neural networks (ANNs) to predict chaotic time series, for which a discussion of different ANN topologies is included, with different learning techniques and activation functions; random number generators (RNGs) that are realized using different chaos generators, and discussions of their maximum Lyapunov exponent values and entropies.
Finally, optimized chaotic oscillators are synchronized and realized to implement a secure communication system that processes black and white and grey-scale images. In each application, readers will find VHDL programming guidelines and computer arithmetic issues, along with co-simulation examples with Active-HDL and Simulink.The whole book provides a practical guide to implementing a variety of engineering applications from VHDL programming and co-simulation issues, to FPGA realizations of chaos generators, ANNs for chaotic time-series prediction, RNGs and chaotic secure communications for image transmission.
Esteban Tlelo-Cuautle received a B.Sc. degree from Instituto Tecnológico de Puebla México in 1993. He then received both M.Sc. and Ph.D. degrees from Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE) México in 1995 and 2000, respectively. From 2001 he is appointed as Tenure Professor at INAOE. He has authored or edited 13 books and more than 250 works published in book chapters, journals and conferences. He serves as Associate Editor in IEEE Transactions on Circuits and Systems I: Regular Papers (2016-2017), Integration - the VLSI Journal (2013-2016), and IEEE Transactions on Circuits and Systems II: Express Briefs (2014-2015). He has been Technical Program Committee member of major conferences in the areas of circuits and systems (CAS). His research interests include modeling, design and synthesis of integrated CAS, design and applications of chaotic systems, CAS optimization by heuristics, symbolic analysis and analog/RF and mixed-signal design automation tools.
Introduction to field programmable gate arrays.- VHDL.- Matlab-Simulink Co-simulation.- Chaos generators.- Artificial neural networks for time series prediction.- Random number generators.- Secure communication system.- Challenges in engineering applications.
| Erscheinungsdatum | 05.03.2022 |
|---|---|
| Zusatzinfo | XVI, 222 p. 204 illus., 130 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 3693 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Chaos Using FPGAs • Embedded Systems Design with FPGAs • Engineering Applications of FPGAs • FPGAs • reconfigurable computing |
| ISBN-10 | 3-319-81679-9 / 3319816799 |
| ISBN-13 | 978-3-319-81679-1 / 9783319816791 |
| Zustand | Neuware |
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