A Route to Chaos Using FPGAs

Volume I: Experimental Observations
Softcover Nachdruck of the original 1. Auflage 2015
ISBN: 978-3-319-37537-3
Verlag: Springer International Publishing

Buch, Englisch, Band 16, 219 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 3752 g

Reihe: Emergence, Complexity and Computation

The purpose of this introductory book is to couple the teaching of chaotic circuit and systems theory with the use of field programmable gate arrays (FPGAs).

As such, it differs from other texts on chaos: first, it puts emphasis on combining theoretical methods, simulation tools and physical realization to help the reader gain an intuitive understanding of the properties of chaotic systems. Second, the "medium" used for physical realization is the FPGA. These devices are massively parallel architectures that can be configured to realize a variety of logic functions. Hence, FPGAs can be configured to emulate systems of differential equations.

Nevertheless maximizing the capabilities of an FPGA requires the user to understand the underlying hardware and also FPGA design software. This is achieved by the third distinctive feature of this book: a lab component in each chapter. Here, readers are asked to experiment with computer simulations and FPGA designs, to further their understanding of concepts covered in the book.

This text is intended for graduate students in science and engineering interested in exploring implementation of nonlinear dynamical (chaotic) systems on FPGAs.

Zielgruppe

Graduate

Autoren/Hrsg.

Banerjee, Santo

Muthuswamy, Bharathwaj

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Schaltungsentwurf
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Chaos-Theorie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Mikroprozessoren

Inhaltsverzeichnis

Introduction.- Designing Hardware for FPGAs.- Chaotic ODEs: FPGA Examples.- Bifurcations.- Chaotic DDEs: FPGA Examples and Synchronization Applications.- Introduction to MATLAB and Simulink.- Chapter 1 MATLAB Code.- Chapter 2 VHDL, Simulink DSP Builder and SDC File.- Chapter 3 VHDL, MATLAB Code and ModelSim Scripts.- Chapter 4 MATLAB Code, VHDL and ModelSim Scripts.- Chapter 5 VHDL.- Glossary- Solutions.

Über Autor(innen)

Santo Banerjee was a senior research associate in the department of Mathematics, Politecnico di Torino, Italy from 2009-2011. Currently he is working as an Associate Professor, in the Institute for Mathematical Research (INSPEM), University Putra Malaysia, Malaysia, and is also a founder member of the Malaysia-Italy Centre of Excellence in Mathematical Science, UPM, Malaysia. His research is mainly concerned with Nonlinear Dynamics, Chaos, Complexity and Secure Communication. He has published 16 books and over 90 research articles in international journals in the field. Currently he is involved in many academic and industry projects on signal processing, biomedical measures and devices, complex networks and cryptography. He is an editor of EPJ Plus (Springer) and other journals publishing both regular and special issues. For more
detail, please visit https://sites.google.com/site/santobanhome/.

Bharathwaj Muthuswamy received B.S (2002), M.S (2005)and PhD (2009) degrees from the University of California, Berkeley, all in electrical engineering and computer sciences. At present, he is a software engineer for Tarana Wireless.

Dr. Muthuswamy's research interests are investigating the chaotic dynamics of the Muthuswamy-Chua system, understanding properties of physical memristors such as discharge tubes and studying applications of nonlinear dynamical systems using field-programmable gate arrays.

He has held visiting professor appointments at the University of California, Berkeley; Vellore Institute of Technology and the University of Western Australia.