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Wang Q, Sang H, Wang P, Yu X, Yang Z. A novel 4D chaotic system coupling with dual-memristors and application in image encryption. Sci Rep 2024; 14:29615. [PMID: 39609534 PMCID: PMC11605071 DOI: 10.1038/s41598-024-80445-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 11/19/2024] [Indexed: 11/30/2024] Open
Abstract
A novel 4D dual-memristor chaotic system (4D-DMCS) is constructed by concurrently introducing two types of memristors: an ideal quadratic smooth memristor and a memristor with an absolute term, into a newly designed jerk chaotic system. The excellent nonlinear properties of the system are investigated by analyzing the Lyapunov exponent spectrum, and bifurcation diagram. The 4D-DMCS retains some characteristics of the original jerk chaotic system, such as the offset boosting in the x-axis direction. Simultaneously, the integration of the two memristors significantly enriches the dynamic behavior of the system, notably augmenting its transitional behaviors, fostering greater multistability, and elevating both spectral entropy and C0 complexity. This augmentation underscores the profound impact of the memristors on the system's overall performance and complexity. The system is implemented through the STM32 microcontroller, further proving the physical realizability of the system. Ultimately, the 4D-DMCS exhibits remarkable performance when applied to image encryption, demonstrating its significant potential and effectiveness in this domain.
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Affiliation(s)
- Qiao Wang
- College of Mathematics and Big Data, Guizhou Education University, Guiyang, 550018, China
- School of Artificial Intelligence, Guangzhou University, Guangzhou, 510006, China
| | - Haiwei Sang
- College of Mathematics and Big Data, Guizhou Education University, Guiyang, 550018, China.
- School of Artificial Intelligence, Guangzhou University, Guangzhou, 510006, China.
| | - Pei Wang
- College of Mathematics and Big Data, Guizhou Education University, Guiyang, 550018, China
| | - Xiong Yu
- Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia
| | - Zongyun Yang
- College of Mathematics and Big Data, Guizhou Education University, Guiyang, 550018, China
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Fonzin Fozin T, Tchamda AR, Sivaganesh G, Srinivasan K, Tabekoueng Njitacke Z, Mezatio AB. Superconductivity coupling of harmonic resonant oscillators: Homogeneous and heterogeneous extreme multistability with multi-scrolls. CHAOS (WOODBURY, N.Y.) 2024; 34:013148. [PMID: 38285725 DOI: 10.1063/5.0176928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/27/2023] [Indexed: 01/31/2024]
Abstract
Understanding and characterizing multistabilities, whether homogeneous or heterogeneous, is crucial in various fields as it helps to unveil complex system behaviors and provides insights into the resilience and adaptability of these systems when faced with perturbations or changes. Homogeneous and heterogeneous multistabilities refer, respectively, to situation in which various multiple stable states within a system are qualitatively similar or distinct. Generating such complex phenomena with multi-scrolls from inherent circuits is less reported. This paper aims to investigate extreme multistability dynamics with homogeneous and heterogeneous multi-scrolls in two coupled resonant oscillators through a shunted Josephson junction. Analysis of equilibrium points revealed that the system supports both hidden and self-excited attractors. Various dynamical tools, including bifurcation diagrams, spectrum of Lyapunov exponents, and phase portraits, are exploited to establish the connection between the system parameters and various complicated dynamical features of the system. By tuning both system parameters and initial conditions, some striking phenomena, such as homogeneous and heterogeneous extreme multistability, along with the emergence of multi-scrolls, are illustrated. Furthermore, it is observed that one can readily control the number of scrolls purely by varying the initial conditions of the investigated system. A multi-metastable phenomenon is also captured in the system and confirmed using the finite-time Lyapunov exponents. Finally, the microcontroller implementation of the system demonstrates strong alignment with the numerical investigations.
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Affiliation(s)
- T Fonzin Fozin
- Department of Electrical and Electronic Engineering, Faculty of Engineering and Technology (FET), University of Buea, P.O. Box 63, Buea, Cameroon
| | - A R Tchamda
- Department of Rural Engineering, Faculty of Agronomy and Agricultural Sciences, University of Dschang, P.O. Box 222, Dschang, Cameroon
| | - G Sivaganesh
- Department of Physics, Alagappa Chettiar Government College of Engineering and Technology, Karaikudi 630003, Tamilnadu, India
| | - K Srinivasan
- Department of Physics, Nehru Memorial College (Affiliated to Bharathidasan University, Tiruchirapalli 620024, Tamilnadu, India), Puthanampatti, Tiruchirapalli 621007, Tamilnadu, India
| | - Z Tabekoueng Njitacke
- Department of Electrical and Electronic Engineering, College of Technology (COT), University of Buea, P.O. Box 63, Buea, Cameroon
| | - A B Mezatio
- South-Polytech (Affiliated to École National Supérieur Polytechnique de Douala, Université de Douala, Douala, Cameroun), Institut Universitaire des Grandes Écoles des Tropiques, P.O. Box 25080, Douala, Cameroun
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Gu Y, Li G, Xu X, Song X, Wu S. Multistable dynamics and attractors self-reproducing in a new hyperchaotic complex Lü system. CHAOS (WOODBURY, N.Y.) 2023; 33:093112. [PMID: 37695926 DOI: 10.1063/5.0158163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/21/2023] [Indexed: 09/13/2023]
Abstract
Multistable dynamics analysis of complex chaotic systems is an important problem in the field of chaotic communication security. In this paper, a new hyperchaotic complex Lü system is proposed and its basic dynamics are analyzed. Owing to the introduction of complex variables, the new system has some structurally distinctive attractors, such as flower-shaped and airfoil-shaped attractors. In addition, the evolution process of the limit cycle is also investigated. Next, the multistable coexistence behavior of the system is researched by the method of attraction basins, and the coexistence behavior of two types of hyperchaotic attractors and one type of chaotic and periodic attractors of the system are analyzed. The coexisting hyperchaotic attractors also show flower and airfoil shapes, and four types of coexistence flower-shaped attractors with different structures are perfectly explored. Moreover, the variation of coexistence attractors in the plane and space with parameters is discussed. Then, by introducing a specific piecewise function determined by a two-element method into the new high-dimensional system, the self-reproduction of the attractor can be realized to generate the multistability, and the general steps of attractors self-reproducing in the higher dimensional system are given. Finally, the circuit design of the new system is implemented, which lays a foundation for the application of complex chaotic systems.
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Affiliation(s)
- Yujuan Gu
- School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
| | - Guodong Li
- School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
- Guangxi Colleges and Universities Key Laboratory of Data Analysis and Computation, Center for Applied Mathematics of Guangxi (GUET), Guilin University of Electronic Technology, Guilin 541004, China
| | - Xiangliang Xu
- School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
- School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Xiaoming Song
- School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
| | - Si Wu
- School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin 541004, China
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Yan S, Wang E, Wang Q. Analysis and circuit implementation of a non-equilibrium fractional-order chaotic system with hidden multistability and special offset-boosting. CHAOS (WOODBURY, N.Y.) 2023; 33:033107. [PMID: 37003813 DOI: 10.1063/5.0130083] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 02/13/2023] [Indexed: 06/19/2023]
Abstract
In order to obtain a system of higher complexity, a new fractional-order chaotic system is constructed based on the Sprott system. It is noteworthy that the system has no equilibrium point yet exhibits chaotic properties and has rich dynamical behavior. Its basic properties are analyzed by Lyapunov exponents, phase diagrams, and smaller alignment index tests. The change of its state is observed by changing parameters and order, during which the new system is found to have intermittent chaos phenomena. Surprisingly, the new proposed system has a special offset-boosting phenomenon, where only a boosting-controller makes the system undergo a multi-directional offset, and the shape of the generated hidden attractor changes. In addition, changing the initial value brings kinds of coexisting attractors in the system, which proves the existence of multistability. Because the new system is very sensitive to the initial value, the complexity of the new system is calculated based on the complexity algorithm, and the initial value with higher complexity is gained by contrast. Finally, the field programmable gate array is used to implement the actual circuit of the new system to verify its feasibility. This system provides an example for the study of fractional-order chaotic systems and a complex system for fractional-order chaotic applications.
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Affiliation(s)
- Shaohui Yan
- College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, People's Republic of China
| | - Ertong Wang
- College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, People's Republic of China
| | - Qiyu Wang
- College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, People's Republic of China
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Ablay G. New 4D and 3D models of chaotic systems developed from the dynamic behavior of nuclear reactors. CHAOS (WOODBURY, N.Y.) 2022; 32:113108. [PMID: 36456306 DOI: 10.1063/5.0090518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 10/10/2022] [Indexed: 06/17/2023]
Abstract
The complex, highly nonlinear dynamic behavior of nuclear reactors can be captured qualitatively by novel four-dimensional (that is, fourth order) and three-dimensional (that is, third order) models of chaotic systems and analyzed with Lyapunov spectra, bifurcation diagrams, and phase diagrams. The chaotic systems exhibit a rich variety of bifurcation phenomena, including the periodic-doubling route to chaos, reverse bifurcations, anti-monotonicity, and merging chaos. The offset boosting method, which relocates the attractor's basin of attraction in any direction, is demonstrated in these chaotic systems. Both constant parameters and periodic functions are seen in offset boosting phenomena, yielding chaotic attractors with controlled mean values and coexisting attractors.
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Affiliation(s)
- Günyaz Ablay
- Department of Electrical-Electronics Engineering, Abdullah Gül University, Kayseri 38100, Turkey
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Leng X, Tian B, Zhang L, Du B. Study of a novel conservative chaotic system with special initial offset boosting behaviors. CHAOS (WOODBURY, N.Y.) 2022; 32:073102. [PMID: 35907720 DOI: 10.1063/5.0093110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Conservative systems are increasingly being studied, while little research on fractional-order conservative systems has been reported. In this paper, a novel five-dimensional conservative chaotic system is proposed and solved in a fractional-order form using the Adomian decomposition method. This system is dissipative in the phase volume, but the sum of all Lyapunov exponents is zero. During the exploration, some special dynamical behaviors are analyzed in detail by using phase diagrams, bifurcation diagrams, Lyapunov exponential spectra, timing diagrams, and so on. After extensive simulation, several rare dynamical behaviors, including completely homogeneous, homogeneous, and heterogeneous initial offset boosting behaviors, are revealed. Among them, the initial offset boosting behaviors with identical phase trajectory structures have not been reported before, and the previously proposed homogeneous phase trajectories are locally different. By comparing with the integer-order system, two influence factors that affect the system to produce completely homogeneous and heterogeneous conservative flows are discovered. Eventually, the circuit is built on the digital signal processing (DSP) platform to demonstrate the physical realizability of the system. The experimental results are shown by the oscilloscope and agree with the theoretical analysis.
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Affiliation(s)
- Xiangxin Leng
- Electronic Engineering College, Heilongjiang University, Harbin 150080, China
| | - Bowen Tian
- Electronic Engineering College, Heilongjiang University, Harbin 150080, China
| | - Limeng Zhang
- Electronic Engineering College, Heilongjiang University, Harbin 150080, China
| | - Baoxiang Du
- Electronic Engineering College, Heilongjiang University, Harbin 150080, China
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A Chaotic Quadratic Oscillator with Only Squared Terms: Multistability, Impulsive Control, and Circuit Design. Symmetry (Basel) 2022. [DOI: 10.3390/sym14020259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Here, a chaotic quadratic oscillator with only squared terms is proposed, which shows various dynamics. The oscillator has eight equilibrium points, and none of them is stable. Various bifurcation diagrams of the oscillator are investigated, and its Lyapunov exponents (LEs) are discussed. The multistability of the oscillator is discussed by plotting bifurcation diagrams with various initiation methods. The basin of attraction of the oscillator is discussed in two planes. Impulsive control is applied to the oscillator to control its chaotic dynamics. Additionally, the circuit is implemented to reveal its feasibility.
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Chaos in the Real World: Recent Applications to Communications, Computing, Distributed Sensing, Robotic Motion, Bio-Impedance Modelling and Encryption Systems. Symmetry (Basel) 2021. [DOI: 10.3390/sym13112151] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Most of the papers published so far in literature have focused on the theoretical phenomena underlying the formation of chaos, rather than on the investigation of potential applications of chaos to the real world. This paper aims to bridge the gap between chaos theory and chaos applications by presenting a survey of very recent applications of chaos. In particular, the manuscript covers the last three years by describing different applications of chaos as reported in the literature published during the years 2018 to 2020, including the matter related to the symmetry properties of chaotic systems. The topics covered herein include applications of chaos to communications, to distributed sensing, to robotic motion, to bio-impedance modelling, to hardware implementation of encryption systems, to computing and to random number generation.
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Li C, Jiang Y, Wang R, Liu Z. Periodic offset boosting for attractor self-reproducing. CHAOS (WOODBURY, N.Y.) 2021; 31:113108. [PMID: 34881618 DOI: 10.1063/5.0065549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/11/2021] [Indexed: 06/13/2023]
Abstract
The special regime of multistability of attractor self-reproducing is deeply decoded based on the conception of offset boosting in this letter. Attractor self-reproducing is essentially originated from periodic initial condition-triggered offset boosting. Typically, a trigonometric function is applied for attractor self-reproducing. The position, size, and clone frequency determine the selected periodic function. Specifically, in-depth investigation on three elements of sinusoidal quantity is taken into account and then a universal law of attractor self-reproducing is built: the original position of an attractor determines the initial phase and the size of attractor sets the amplitude, while the reproducing interval between two attractors determines the frequency of the trigonometric function. It is found that the product of amplitude and frequency is a constant determined by the reproducing periodic function. The positive and negative switching of the slope in sinusoidal function also leads to the waste of phase space since in general there is no attractor reproduced at the region with negative slope except that new polarity balance is reconstructed paying back the attractor with conditional symmetry. Three-element-oriented offset boosting makes attractor self-reproducing more designable, achievable, and adjustable, which brings great convenience to engineering applications.
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Affiliation(s)
- Chunbiao Li
- Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Yicheng Jiang
- Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Ran Wang
- Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Zuohua Liu
- State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing 400044, China
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Tametang Meli MI, Leutcho GD, Yemele D. Multistability analysis and nonlinear vibration for generator set in series hybrid electric vehicle through electromechanical coupling. CHAOS (WOODBURY, N.Y.) 2021; 31:073126. [PMID: 34340352 DOI: 10.1063/5.0057761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 06/23/2021] [Indexed: 06/13/2023]
Abstract
The non-linear analysis of undesired vibrations observed on hybrid electric vehicle (HEV) powertrains is hardly developed in the literature. In this paper, a mathematical modeling of the vibrations observed at the level of the electromechanical coupling between the internal combustion engine and the generator in the series architecture of HEVs, named (SHEVs), is established using the Lagrangian theory. The stability and instability motions of this SHEV are perfectly detailed using amplitude-frequency response curves. An analysis of the electromagnetic torque amplitude of the new SHEV demonstrates the presence of multistability with the coexistence of two or three different types of attractors. In addition, this new SHEV model has other dynamic regimes of chaotic and periodic oscillations. Coexisting bifurcations with parallel branches, hysteresis, and period-doubling are also discovered. A unique contribution of this work is the abundance and complicated dynamical behaviors found in such types of systems compared with some rare cases previously reported on HEV powertrain models. The simulation results obtained using non-linear analysis tools sufficiently demonstrate that the objectives of this paper are achieved.
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Affiliation(s)
- Maxim Idriss Tametang Meli
- Mechanics and Modeling of Physical Systems Research Unit (UR-2MSP), Department of Physics, Faculty of Sciences, University of Dschang, P.O. Box 69, Dschang, Cameroon
| | - Gervais Dolvis Leutcho
- Department of Electrical Engineering, Écolecole de Technologie Supérieure (ÉTS), Montréal, Québec H3C1K3, Canada
| | - David Yemele
- Mechanics and Modeling of Physical Systems Research Unit (UR-2MSP), Department of Physics, Faculty of Sciences, University of Dschang, P.O. Box 69, Dschang, Cameroon
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Characteristic Analysis of Fractional-Order Memristor-Based Hypogenetic Jerk System and Its DSP Implementation. ELECTRONICS 2021. [DOI: 10.3390/electronics10070841] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
In this paper, a fractional-order memristive model with infinite coexisting attractors is investigated. The numerical solution of the system is derived based on the Adomian decomposition method (ADM), and its dynamic behaviors are analyzed by means of phase diagrams, bifurcation diagrams, Lyapunov exponent spectrum (LEs), dynamic map based on SE complexity and maximum Lyapunov exponent (MLE). Simulation results show that it has rich dynamic characteristics, including asymmetric coexisting attractors with different structures and offset boosting. Finally, the digital signal processor (DSP) implementation verifies the correctness of the solution algorithm and the physical feasibility of the system.
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