A construction method of N-dimensional non-degenerate discrete memristive hyperchaotic map. (July 2022)

• Record Type: Journal Article
• Authors: Huang, Lilian; Liu, Jin; Xiang, Jianhong; Zhang, Zefeng; Du, Xiuli
• Is Part Of: Chaos, solitons and fractals. Volume 160(2022)
• Publication Date: 2022-07
• Subjects: N-dimensional discrete map -- Non-degenerate hyperchaotic map -- Memristive chaotic map -- Initial-boosting behaviors -- Ultra-wide parameter range -- Noise; Chaotic behavior in systems -- Periodicals; Solitons -- Periodicals; Fractals -- Periodicals; Chaotic behavior in systems; Fractals; Solitons; Periodicals; 003.7
• DOI: 10.1016/j.chaos.2022.112248
• Languages: English
• ISSNs: 0960-0779

Abstract

Abstract: In this paper, a discrete memristor model with periodic memristive function is proposed, and a construction method of N-dimensional non-degenerate discrete hyperchaotic map based on the new memristors is further proposed. This method only needs simple operation steps to construct a non-degenerate hyperchaotic map with dimension-tunable and the map designed by this method has very concise structure, but this map still has complex dynamic behaviors, such as initial-boosting behaviors, state transition phenomena, large Lyapunov exponent and ultra-wide non-degenerate hyperchaotic parameter range. The construction method proposed has a seed function and by selecting different seed function, the method can construct almost infinite kinds of non-degeneracy hyperchaotic maps in any-dimension. Then we give the structure diagram of any-dimensional map and the mathematical proof for the existence of non-degeneracy hyperchaotic state of N-dimensional simplest maps. We use this method to construct three sub-maps of different dimensions and analyze their dynamic behaviors. We perform a noise robustness verification experiment on the memristor and the map, and analyze the impact of noise on critical states. We also describe the SE complexity and carry out the NIST test to show that the submaps have higher SE complexity and better pseudo-randomness. Finally the sub-maps through DSP hardware platform are implemented and the results are the same with the simulations. Highlights: A new method for constructing N-dimensional non-degenerate discrete memristive hyperchaotic map is proposed. By choosing different seed functions, almost infinite different forms of map can be constructed in any dimension. The constructed map has an initial-boosting behavior and an ultra-wide Lyapunov exponent. Noise robustness verification experiment on the memristor and the map.