Engineering Applications of FPGAs: Chaotic Systems, Artificial Neural Networks, Random Number Generators, and Secure Communication Systems

Esteban Tlelo-Cuautle, José de Jesús Rangel-Magdaleno, Luis Gerardo de la Fraga

  • 出版商: Springer
  • 出版日期: 2016-06-03
  • 售價: $5,430
  • 貴賓價: 9.5$5,159
  • 語言: 英文
  • 頁數: 222
  • 裝訂: Hardcover
  • ISBN: 3319341138
  • ISBN-13: 9783319341132
  • 相關分類: FPGA通訊系統 Communication-systems
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書為讀者提供了一個清晰的指南,以FPGA實現工程應用,從數學描述到硬件綜合,包括VHDL編程和協同模擬問題的討論。涵蓋的FPGA實現包括:根據數學模型描述的混沌發生器;用於預測混沌時間序列的人工神經網絡(ANN),其中包括不同的ANN拓撲結構,不同的學習技術和激活函數的討論;使用不同混沌發生器實現的隨機數生成器(RNG),以及其最大李雅普諾夫指數值和熵的討論。

最後,優化的混沌振盪器被同步並實現,以實現一個處理黑白和灰度圖像的安全通信系統。在每個應用中,讀者將找到VHDL編程指南和計算機算術問題,以及使用Active-HDL和Simulink進行協同模擬的示例。

整本書提供了一個實用指南,從VHDL編程和協同模擬問題到FPGA實現的混沌發生器、用於混沌時間序列預測的ANN、RNG和用於圖像傳輸的混沌安全通信。