A Route to Chaos Using FPGAs: Volume I Experimental Observations (Emergence, Complexity and Computation 16)
By: Bharathwaj Muthuswamy (author), Santo Banerjee (author)Hardback
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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 realizations to help the reader gain first an intuitive understanding of the properties of chaotic systems. Second, the "medium" used for the physical realizations 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 execute systems of differential equations in parallel. Nevertheless maximizing the capabilities of an FPGA requires the user to understand the underlying hard- and software to simulate the relevant differential equations. This is achieved by the third distinctive feature in this book: a lab component in each chapter. Here, students are asked to investigate chaotic systems via computer simulation and realize the system on an FPGA. This text is intended for all graduate students in science and engineering interested in exploring the various routes to chaos.
The one author, Santo Banerjee, has already published or contracted a number of titles with us. See entry "related titles" below for published ones. The other author, Bharathwaj Muthuswamy is an assistant professor of electrical engineering at the Milwaukee School of Engineering (MSOE), in particular introducing nonlinear dynamics education at the undergraduate level, and a former PhD student of Leon Chua, the well-known founder of nonlinear circuit theory.
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.
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- ID: 9783319181042
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