Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System

Scholars have done extensive research on dynamic analysis and analog circuits implementation of the classical fractional order chaotic system-Liu System (FOLS). However, they did not rigorously prove the existence of FOLS from the perspective of mathematics. And they also did not effectively design...

Full description

Bibliographic Details
Main Authors: Enzeng Dong, Mingfeng Yuan, Fangfang Han, Jigang Tong, Shengzhi Du
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8821275/
id doaj-ce10a7f9cc9d4fa29824a02142420e1e
record_format Article
spelling doaj-ce10a7f9cc9d4fa29824a02142420e1e2021-03-29T23:25:33ZengIEEEIEEE Access2169-35362019-01-01712909512910310.1109/ACCESS.2019.29385568821275Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic SystemEnzeng Dong0https://orcid.org/0000-0001-5142-5584Mingfeng Yuan1Fangfang Han2Jigang Tong3Shengzhi Du4Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin University of Technology, Tianjin, ChinaDepartment of Mechanical Engineering, Tshwane University of Technology, Pretoria, South AfricaDepartment of Mechanical Engineering, Tshwane University of Technology, Pretoria, South AfricaTianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin University of Technology, Tianjin, ChinaDepartment of Mechanical Engineering, Tshwane University of Technology, Pretoria, South AfricaScholars have done extensive research on dynamic analysis and analog circuits implementation of the classical fractional order chaotic system-Liu System (FOLS). However, they did not rigorously prove the existence of FOLS from the perspective of mathematics. And they also did not effectively design digital circuits to generate signals of the fractional order chaotic systems, especially the 2.7-order system. This paper selects an appropriate Poincaré section where a first return Poincaré map of FOLS was defined. Based on computer-assisted verification method, the conclusion is that the Poincaré map is semi-conjugate to a 2-shift map and the topological entropy of the map is no less than ln 2, which rigorously verifies the existence of chaotic behavior in the 2.7-order Liu system. This proof is necessary before the chaotic system is used for information encryption. The next and most significant task is to build a system model through DSP-Builder software and generate chaotic signals using Field Programmable Gate Array chip. The results of oscilloscope consistent with numerical simulations, which lays the foundation for image and video streaming encryption.https://ieeexplore.ieee.org/document/8821275/Computer-assisted prooffractional order liu SystemFPGA implementationtopological horseshoe analysis
collection DOAJ
language English
format Article
sources DOAJ
author Enzeng Dong
Mingfeng Yuan
Fangfang Han
Jigang Tong
Shengzhi Du
spellingShingle Enzeng Dong
Mingfeng Yuan
Fangfang Han
Jigang Tong
Shengzhi Du
Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
IEEE Access
Computer-assisted proof
fractional order liu System
FPGA implementation
topological horseshoe analysis
author_facet Enzeng Dong
Mingfeng Yuan
Fangfang Han
Jigang Tong
Shengzhi Du
author_sort Enzeng Dong
title Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
title_short Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
title_full Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
title_fullStr Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
title_full_unstemmed Topological Horseshoe Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System
title_sort topological horseshoe analysis and fpga implementation of a classical fractional order chaotic system
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Scholars have done extensive research on dynamic analysis and analog circuits implementation of the classical fractional order chaotic system-Liu System (FOLS). However, they did not rigorously prove the existence of FOLS from the perspective of mathematics. And they also did not effectively design digital circuits to generate signals of the fractional order chaotic systems, especially the 2.7-order system. This paper selects an appropriate Poincaré section where a first return Poincaré map of FOLS was defined. Based on computer-assisted verification method, the conclusion is that the Poincaré map is semi-conjugate to a 2-shift map and the topological entropy of the map is no less than ln 2, which rigorously verifies the existence of chaotic behavior in the 2.7-order Liu system. This proof is necessary before the chaotic system is used for information encryption. The next and most significant task is to build a system model through DSP-Builder software and generate chaotic signals using Field Programmable Gate Array chip. The results of oscilloscope consistent with numerical simulations, which lays the foundation for image and video streaming encryption.
topic Computer-assisted proof
fractional order liu System
FPGA implementation
topological horseshoe analysis
url https://ieeexplore.ieee.org/document/8821275/
work_keys_str_mv AT enzengdong topologicalhorseshoeanalysisandfpgaimplementationofaclassicalfractionalorderchaoticsystem
AT mingfengyuan topologicalhorseshoeanalysisandfpgaimplementationofaclassicalfractionalorderchaoticsystem
AT fangfanghan topologicalhorseshoeanalysisandfpgaimplementationofaclassicalfractionalorderchaoticsystem
AT jigangtong topologicalhorseshoeanalysisandfpgaimplementationofaclassicalfractionalorderchaoticsystem
AT shengzhidu topologicalhorseshoeanalysisandfpgaimplementationofaclassicalfractionalorderchaoticsystem
_version_ 1724189588003487744