IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v200y2025ip1s0960077925009890.html

Generation of one-dimensional complex discrete hyperchaotic maps with hardware implementation

Author

Listed:
  • Li, Xintong
  • Zhao, Judi
  • Zhang, Yinxing

Abstract

Due to the presence of complex variables and parameters, complex chaotic systems exhibit rich dynamical behaviors and high chaos complexity for diverse chaos-based applications. However, most existing studies have focused on real chaotic systems, while their complex counterparts remain relatively under-explored. In light of this, we propose a novel one-dimensional complex chaotic system (1D-CCS) that can generate various 1D complex chaotic maps by integrating the remainder operation with various analytic functions. To demonstrate its effectiveness, two representative maps are constructed. Theoretical analysis shows that one example satisfies the chaos definition in terms of Lyapunov exponent, with the exponent explicitly determined by system parameters. Property studies reveal that the generated maps exhibit abundant chaotic behaviors. Extensive experiments further manifest that the proposed chaotic maps possess higher chaos complexity compared to representative existing maps. To investigate their digital characteristics, state-mapping networks are constructed using various fixed-point precision settings, and several numerical measures are employed to evaluate digital periodicity and convergence. A microcontroller-based platform is then constructed to implement the two complex chaotic maps, from which two-channel complex chaotic sequences and attractor diagrams are experimentally obtained. Finally, the pseudorandom number generators are developed to demonstrate the potential applicability of the generated maps.

Suggested Citation

  • Li, Xintong & Zhao, Judi & Zhang, Yinxing, 2025. "Generation of one-dimensional complex discrete hyperchaotic maps with hardware implementation," Chaos, Solitons & Fractals, Elsevier, vol. 200(P1).
  • Handle: RePEc:eee:chsofr:v:200:y:2025:i:p1:s0960077925009890
    DOI: 10.1016/j.chaos.2025.116976
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077925009890
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chaos.2025.116976?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Fu, Beining & Sun, Qiankun & Wang, Huihai & Sun, Kehui, 2025. "Design of a novel memristor-modulated hyperchaotic map with differential variable input," Chaos, Solitons & Fractals, Elsevier, vol. 197(C).
    2. Deng, Yue & Zhang, Shuting & Yuan, Fang & Li, Yuxia & Wang, Guangyi, 2025. "Reservoir computing system using discrete memristor for chaotic temporal signal processing," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
    3. Mahmoud, Emad E. & Abo-Dahab, S.M., 2018. "Dynamical properties and complex anti synchronization with applications to secure communications for a novel chaotic complex nonlinear model," Chaos, Solitons & Fractals, Elsevier, vol. 106(C), pages 273-284.
    4. Gao, Qisu & Zhang, Xiaoqiang, 2024. "Multiple-image encryption algorithm based on a new composite chaotic system and 3D coordinate matrix," Chaos, Solitons & Fractals, Elsevier, vol. 189(P1).
    5. Liu, Hongjun & Zhang, Yingqian & Kadir, Abdurahman & Xu, Yanqiu, 2019. "Image encryption using complex hyper chaotic system by injecting impulse into parameters," Applied Mathematics and Computation, Elsevier, vol. 360(C), pages 83-93.
    6. Everett, Samuel, 2024. "On the use of dynamical systems in cryptography," Chaos, Solitons & Fractals, Elsevier, vol. 183(C).
    7. Xu, Liang & Ma, Ru-Ru & Wu, Jie & Rao, Pengchun, 2025. "Proximal policy optimization approach to stabilize the chaotic food web system," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
    8. Yu, Wanning & Li, Chunbiao & Ding, Zhenglong & Lei, Tengfei & Kapitaniak, Tomasz, 2025. "A class of two-dimensional offset-boostable chaotic maps," Chaos, Solitons & Fractals, Elsevier, vol. 195(C).
    9. Ma, Xiaoqing & Litak, Grzegorz & Zhou, Shengxi, 2025. "Using 0–1 test to diagnose periodic and chaotic motions of nonlinear vortex-induced vibration energy harvesters," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
    10. GAMAL M. MAHMOUD & M. A. Al-KASHIF & SHABAN A. ALY, 2007. "Basic Properties And Chaotic Synchronization Of Complex Lorenz System," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 253-265.
    11. Feali, Mohammad Saeed, 2025. "Chaotic dynamics of discrete memristor-coupled Sinh map," Chaos, Solitons & Fractals, Elsevier, vol. 196(C).
    12. Aymard, Benjamin, 2025. "Oscillating Turing patterns, chaos and strange attractors in a reaction–diffusion system augmented with self- and cross-diffusion terms," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
    13. Dong, Yingchao & Zhang, Shaohua & Zhang, Hongli & Zhou, Xiaojun & Jiang, Jiading, 2025. "Chaotic evolution optimization: A novel metaheuristic algorithm inspired by chaotic dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
    14. Yao, Zhao & Sun, Kehui & He, Shaobo, 2024. "Energy variation rate synchronization for coupled chaotic systems," Chaos, Solitons & Fractals, Elsevier, vol. 184(C).
    15. AboAlNaga, BahaaAlDeen M. & Said, Lobna A. & Madian, Ahmed H. & Radwan, Ahmed G., 2021. "Analysis and FPGA of semi-fractal shapes based on complex Gaussian map," Chaos, Solitons & Fractals, Elsevier, vol. 142(C).
    16. A. M. A. El-Sayed & S. M. Salman, 2019. "Dynamical analysis of a complex logistic-type map," Indian Journal of Pure and Applied Mathematics, Springer, vol. 50(2), pages 427-450, June.
    17. Xiong, Pei-Ying & Jahanshahi, Hadi & Alcaraz, Raúl & Chu, Yu-Ming & Gómez-Aguilar, J.F. & Alsaadi, Fawaz E., 2021. "Spectral Entropy Analysis and Synchronization of a Multi-Stable Fractional-Order Chaotic System using a Novel Neural Network-Based Chattering-Free Sliding Mode Technique," Chaos, Solitons & Fractals, Elsevier, vol. 144(C).
    18. Chen, Yuanlin & Lu, Tianxiu & Wang, Qianxue, 2024. "The chaotic properties and circuit design of a generalized high-dimensional integer-domain system," Chaos, Solitons & Fractals, Elsevier, vol. 181(C).
    19. Deng, Nan & Noack, Bernd R. & Cornejo Maceda, Guy Y. & Pastur, Luc R., 2025. "Nonlinear dynamics of the actuated fluidic pinball — Steady, periodic, and chaotic regimes," Chaos, Solitons & Fractals, Elsevier, vol. 193(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Yinxing & Liu, Yukai & Wang, Tao & Song, Jian & Shen, Tao, 2025. "Complex-valued chaotic model with high chaos complexity and provable Lyapunov exponent," Chaos, Solitons & Fractals, Elsevier, vol. 201(P2).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Yinxing & Liu, Yukai & Wang, Tao & Song, Jian & Shen, Tao, 2025. "Complex-valued chaotic model with high chaos complexity and provable Lyapunov exponent," Chaos, Solitons & Fractals, Elsevier, vol. 201(P2).
    2. Wang, Yanfeng & Su, Pengke & Wang, Zicheng & Sun, Junwei, 2025. "Dynamic analysis of high dimensional HNN with logistic-based memristors and application in military image encryption," Chaos, Solitons & Fractals, Elsevier, vol. 199(P3).
    3. Ouannas, Adel & Batiha, Iqbal M. & Bekiros, Stelios & Liu, Jinping & Jahanshahi, Hadi & Aly, Ayman A. & Alghtani, Abdulaziz H., 2021. "Synchronization of the glycolysis reaction-diffusion model via linear control law," LSE Research Online Documents on Economics 112776, London School of Economics and Political Science, LSE Library.
    4. Zhao, Mingjie & Li, Lixiang & Yuan, Zheng, 2024. "A multi-image encryption scheme based on a new n-dimensional chaotic model and eight-base DNA," Chaos, Solitons & Fractals, Elsevier, vol. 186(C).
    5. Xie, Ying & Huang, Weifang & Jia, Ya & Ye, Zhiqiu & Wu, Yong, 2024. "Collective behaviors of neural network regulated by the spatially distributed stimuli," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 651(C).
    6. Moh Nur Sholeh & Undayani Cita Sari, 2026. "A systematic review of recent advances in snake optimizer algorithm," Journal of Combinatorial Optimization, Springer, vol. 51(2), pages 1-37, March.
    7. Qijia Yao & Hadi Jahanshahi & Stelios Bekiros & Sanda Florentina Mihalache & Naif D. Alotaibi, 2022. "Indirect Neural-Enhanced Integral Sliding Mode Control for Finite-Time Fault-Tolerant Attitude Tracking of Spacecraft," Mathematics, MDPI, vol. 10(14), pages 1-18, July.
    8. Mahmoud, Emad E., 2013. "Modified projective phase synchronization of chaotic complex nonlinear systems," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 89(C), pages 69-85.
    9. Zhang, Mengjiao & Zang, Hongyan & Liu, Zhongxin, 2025. "Fractional-order adaptive sliding mode control based on predefined-time stability for chaos synchronization," Chaos, Solitons & Fractals, Elsevier, vol. 191(C).
    10. Zheng, Jun & Hu, Hanping & Ming, Hao & Zhang, Yanxia, 2021. "Design of a hybrid model for construction of digital chaos and local synchronization," Applied Mathematics and Computation, Elsevier, vol. 392(C).
    11. Y. Esmaeelzade Aghdam & A. Neisy & A. Adl, 2024. "Simulating and Pricing CAT Bonds Using the Spectral Method Based on Chebyshev Basis," Computational Economics, Springer;Society for Computational Economics, vol. 63(1), pages 423-435, January.
    12. Hao, Zhang & Xing-yuan, Wang & Peng-fei, Yan & Yu-jie, Sun, 2020. "Combination synchronization and stability analysis of time-varying complex-valued neural networks," Chaos, Solitons & Fractals, Elsevier, vol. 131(C).
    13. Liu, Chongyang & Zhou, Tuo & Gong, Zhaohua & Yi, Xiaopeng & Teo, Kok Lay & Wang, Song, 2023. "Robust optimal control of nonlinear fractional systems," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    14. Bekiros, Stelios & Jahanshahi, Hadi & Bezzina, Frank & Aly, Ayman A., 2021. "A novel fuzzy mixed H2/H∞ optimal controller for hyperchaotic financial systems," Chaos, Solitons & Fractals, Elsevier, vol. 146(C).
    15. Mirza, Fuat Kaan & Baykaş, Tunçer & Hekimoğlu, Mustafa & Pekcan, Önder & Tunçay, Gönül Paçacı, 2024. "Decoding compositional complexity: Identifying composers using a model fusion-based approach with nonlinear signal processing and chaotic dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 187(C).
    16. Zhang, Shaohua & Wang, Cong & Lin, Hairong & Zhang, Hongli & Ma, Ping, 2026. "Offset-controlled plane dynamics in dual memristors-radiated discrete Hopfield neuron," Chaos, Solitons & Fractals, Elsevier, vol. 203(C).
    17. Yadav, Vijay K. & Shukla, Vijay K. & Das, Subir, 2021. "Exponential synchronization of fractional-order complex chaotic systems and its application," Chaos, Solitons & Fractals, Elsevier, vol. 147(C).
    18. Liu, Xingbin & Zheng, Shuyi & Yang, Jing, 2026. "Color image encryption scheme based on a novel 2D-CLCM chaotic system and RNA encoding," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 239(C), pages 340-360.
    19. Fangfang Zhang & Rui Gao & Zhe Huang & Cuimei Jiang & Yawen Chen & Haibo Zhang, 2022. "Complex Modified Projective Difference Function Synchronization of Coupled Complex Chaotic Systems for Secure Communication in WSNs," Mathematics, MDPI, vol. 10(7), pages 1-14, April.
    20. Zhong, Xiaojing & Liang, Kunkai & Deng, Feiqi & Zhao, Xueyan, 2025. "A control approach for traffic congestion based on multipath propagation model," Chaos, Solitons & Fractals, Elsevier, vol. 199(P1).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:200:y:2025:i:p1:s0960077925009890. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.