Chaotic Dynamics Analysis and FPGA Implementation Based on Gauss Legendre Integral

In this paper, we first design the corresponding integration algorithm and matlab program according to the Gauss–Legendre integration principle. Then, we select the Lorenz system, the Duffing system, the hidden attractor chaotic system and the Multi-wing hidden chaotic attractor system for chaotic dynamics analysis. We apply the Gauss–Legendre integral and the Runge–Kutta algorithm to the solution of dissipative chaotic systems for the first time and analyze and compare the differences between the two algorithms. Then, we propose for the first time a chaotic basin of the attraction estimation method based on the Gauss–Legendre integral and Lyapunov exponent and the decision criterion of this method. This method can better obtain the region of chaotic basin of attraction and can better distinguish the attractor and pseudo-attractor, which provides a new way for chaotic system analysis. Finally, we use FPGA technology to realize four corresponding chaotic systems based on the Gauss–Legendre integration algorithm.

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Publication Details

Journal
Mathematics
Published
2025-01-09
DOI
https://doi.org/10.3390/math13020201
Citations
2
Primary Topic
Chaos control and synchronization
Type
article
Field-Weighted Citation Impact
2.65
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article

Chaotic Dynamics Analysis and FPGA Implementation Based on Gauss Legendre Integral

Fei Yu, Hairong Lin, Li Cui, Wen Li
2 citations
Mathematics
Chaos control and synchronization
2.65
article

Chaotic Dynamics Analysis and FPGA Implementation Based on Gauss Legendre Integral

Fei Yu, Hairong Lin, Li Cui, Wen Li
article en
2 citations

Abstract

In this paper, we first design the corresponding integration algorithm and matlab program according to the Gauss–Legendre integration principle. Then, we select the Lorenz system, the Duffing system, the hidden attractor chaotic system and the Multi-wing hidden chaotic attractor system for chaotic dynamics analysis. We apply the Gauss–Legendre integral and the Runge–Kutta algorithm to the solution of dissipative chaotic systems for the first time and analyze and compare the differences between the two algorithms. Then, we propose for the first time a chaotic basin of the attraction estimation method based on the Gauss–Legendre integral and Lyapunov exponent and the decision criterion of this method. This method can better obtain the region of chaotic basin of attraction and can better distinguish the attractor and pseudo-attractor, which provides a new way for chaotic system analysis. Finally, we use FPGA technology to realize four corresponding chaotic systems based on the Gauss–Legendre integration algorithm.

MathematicsVol. 13(2)
Hunan University of Science and Technology (CN), Central South University (CN), Changsha University of Science and Technology (CN)
Openalex Percentile: Top 13%
Chaos control and synchronization
2.65
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