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Dynamics analysis of a four-dimensional hyperchaotic hidden system and its application in image encryption
Zhixin Yu1,2,3, Zean Tian4, Wei Wang2
1College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China.
This study introduces a novel four-dimensional hyperchaotic system with hidden attractors, offering complex dynamics for chaos theory research. The system demonstrates multistability and is validated through circuit simulation and image encryption applications.
Area of Science:
- Nonlinear Dynamics and Chaos Theory
- Complex Systems Research
- Higher-Dimensional Chaotic Systems
Background:
- Traditional chaotic systems often lack equilibria or exhibit limited complexity.
- Exploring higher-dimensional chaotic systems is crucial for understanding complex phenomena.
- Hidden attractors present unique challenges and opportunities in dynamical systems research.
Purpose of the Study:
- To propose a novel four-dimensional hyperchaotic system with hidden attractors.
- To investigate the complex dynamic behaviors and multistability of the proposed system.
- To validate the system's practical applicability through circuit implementation and image encryption.
Main Methods:
- Development of a four-dimensional quadratic chaotic flow.
- Nonlinear dynamical analysis to explore system behaviors and multistability.
- Analog circuit simulation using Multisim 14.0 for validation.
- Image encryption utilizing DNA encoding and chaotic sequences for diffusion.
Main Results:
- The proposed system exhibits complex dynamics and possesses multiple hidden attractors, demonstrating multistability.
- Circuit simulation successfully validates the system's behavior.
- The image encryption algorithm shows effective diffusion and robustness, analyzed via histograms, information entropy, and correlation.
Conclusions:
- The novel four-dimensional hyperchaotic system expands the scope of chaos theory research.
- The system's multistability and complex dynamics are confirmed through theoretical analysis and simulation.
- The proposed image encryption algorithm is effective and resilient against common attacks, highlighting the practical utility of the chaotic system.
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