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Published on: November 24, 2021
FPAA-based implementation of fractional-order chaotic oscillators using first-order active filter blocks.
Alejandro Silva-Juárez1, Esteban Tlelo-Cuautle1, Luis Gerardo de la Fraga2
1INAOE, Luis Enrique Erro No. 1. Tonanztintla, Puebla 72840, Mexico.
This study implements fractional-order chaotic oscillators (FOCOs) using analog electronics and field-programmable analog arrays (FPAs). This approach generates continuous-time chaotic behavior, overcoming limitations of digital hardware implementations.
Area of Science:
- Nonlinear Dynamics
- Analog Circuit Design
- Chaos Theory
Background:
- Fractional-order chaotic oscillators (FOCOs) are typically implemented on digital hardware like FPGAs.
- Digital implementations face limitations due to finite bit precision, potentially degrading chaotic behavior.
- Analog implementations offer an alternative for generating continuous-time chaotic signals.
Purpose of the Study:
- To implement FOCOs using analog electronics for continuous-time chaotic behavior generation.
- To overcome the limitations of digital hardware in FOCO implementations.
- To demonstrate the feasibility of using Field-Programmable Analog Arrays (FPAAs) for analog FOCOs.
Main Methods:
- Applied Charef's method to approximate fractional-order derivatives as polynomial ratios in the Laplace domain.
- Analyzed two commensurate FOCOs, determining equilibrium points and eigenvalues to estimate minimum fractional orders for chaos.
- Designed polynomial approximations using first-order all-pass and low-pass filters implemented with amplifiers.
Main Results:
- Successfully synthesized and implemented FOCOs on an FPAA device.
- Experimental results closely matched simulation outcomes, validating the analog approach.
- Demonstrated the FPAA's capability for generating continuous-time chaos and reprogramming FOCO parameters.
Conclusions:
- Analog implementation of FOCOs using FPAAs is a viable method for generating continuous-time chaotic behavior.
- FPAAs provide a flexible platform for prototyping and modifying analog chaotic oscillators.
- This approach overcomes digital precision limitations, offering a robust alternative for chaos generation.
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