Engineering Applications of FPGAs (PDF)
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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, alongwith co-simulation examples with Active-HDL and Simulink.
Readers will benefit from this 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.
Jose de Jesus Rangel-Magdaleno received the B.E. degree in electronics engineering and the M.E. degree in electrical engineering on hardware signal processing from Universidad de Guanajuato, Mexico in 2006 and 2008, respectively. He received the Ph.D. degree in mechatronics from the Universidad Autonoma de Queretaro, Mexico in 2011. He is currently Titular Researcher at the Electronics Department at INAOE, Mexico. He has authored 20 journal articles and 21 conferences papers. He is a member of the Mexican national research system (SNI), level 1. His research interests include FPGAs, signal and image processing, instrumentation and mechatronics.
Luis Gerardo de la Fraga received the B.Sc. degree from the Veracruz Institute of Technology, Mexico, in 1992, the M.Sc. degree from the National Institute of Astrophysics, Optics and Electronics, Mexico, in 1994, in Electrical Engineering; and the Ph.D. degree from the Autonomous University ofMadrid, Spain, in
- Autoren: Esteban Tlelo-Cuautle , José de Jesús Rangel-Magdaleno , Luis Gerardo de la Fraga
- 2016, 1st ed. 2016, 222 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319341154
- ISBN-13: 9783319341156
- Erscheinungsdatum: 28.05.2016
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- Dateiformat: PDF
- Größe: 19 MB
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