Design, Dynamical Analysis, and Hardware Implementation of a Novel Memcapacitive Hyperchaotic Logistic Map

被引:5
|
作者
Gao, Suo [1 ]
Ho-Ching Iu, Herbert [2 ]
Erkan, Ugur [3 ]
Simsek, Cemaleddin [4 ]
Mou, Jun [5 ]
Toktas, Abdurrahim [6 ]
Wu, Rui [1 ]
Tang, Xianglong [1 ]
机构
[1] Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
[2] Univ Western Australia, Sch Elect Elect & Comp Engn, Crawley, WA 6009, Australia
[3] Karamanoglu Mehmetbey Univ, Dept Comp Engn, Fac Engn, TR-70200 Karaman, Turkiye
[4] Karamanoglu Mehmetbey Univ, Elect Elect Engn Dept, TR-70200 Karaman, Turkiye
[5] Dalian Polytech Univ, Sch Informat Sci & Engn, Dalian 116034, Peoples R China
[6] Ankara Univ, Fac Engn, Dept Artificial Intelligence & Data Engn, TR-06830 Ankara, Turkiye
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 18期
基金
中国国家自然科学基金;
关键词
Discrete memcapacitor; dynamical behaviors; hardware implementation; infinite coexisting attractors;
D O I
10.1109/JIOT.2024.3411623
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Currently, discrete memristors are a focal point in the study of chaotic maps. Similar to memristors, memcapacitors-another type of memory circuit component-have not received widespread attention in the design of chaotic maps. In this article, we propose a 4-D memcapacitive hyperchaotic logistic map (4D-MHLM) by integrating memcapacitors with the logistic map. The dynamical behavior of the 4D-MHLM is analyzed using Lyapunov exponent analysis, and the impact of different parameters on system performance is discussed. The complexity of generating pseudo-random sequences with the 4D-MHLM is investigated through complexity analysis, including spectral entropy complexity and C0 complexity. Notably, attractor analysis reveals a unique phenomenon of infinite coexisting attractors within the 4D-MHLM. Finally, the chaotic attractor generated by the 4D-MHLM is successfully implemented on a hardware platform. Theoretical analysis and digital circuit implementation results indicate that the 4D-MHLM exhibits rich dynamical behavior and higher complexity, offering significant value for practical applications.
引用
收藏
页码:30368 / 30375
页数:8
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