Skip to main navigation Skip to search Skip to main content

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

  • Suo Gao
  • , Herbert Ho-Ching Iu
  • , Ugur Erkan
  • , Cemaleddin Simsek
  • , Jun Mou
  • , Abdurrahim Toktas
  • , Rui Wu*
  • , Xianglong Tang
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology
  • University of Western Australia
  • Karamanoglu Mehmetbey University
  • Dalian Polytechnic University
  • Ankara University

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)30368-30375
Number of pages8
JournalIEEE Internet of Things Journal
Volume11
Issue number18
DOIs
StatePublished - 2024
Externally publishedYes

Keywords

  • Discrete memcapacitor
  • dynamical behaviors
  • hardware implementation
  • infinite coexisting attractors

Fingerprint

Dive into the research topics of 'Design, Dynamical Analysis, and Hardware Implementation of a Novel Memcapacitive Hyperchaotic Logistic Map'. Together they form a unique fingerprint.

Cite this