Data encryption using chaotic mechanical system vibration response signals

This project focuses on the study of the Duffing chaotic system with an added fractional derivative. The aim of the project is to study the transition between non-chaotic and chaotic behaviour of the Duffing system and evaluate the possibility of applying the Duffing chaotic system in image encrypti...

Full description

Saved in:
Bibliographic Details
Main Author: Png, See Kit
Other Authors: Chai Gin Boay
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/150770
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-150770
record_format dspace
spelling sg-ntu-dr.10356-1507702021-06-02T09:30:38Z Data encryption using chaotic mechanical system vibration response signals Png, See Kit Chai Gin Boay Lin Rongming School of Mechanical and Aerospace Engineering MGBCHAI@ntu.edu.sg, MRMLIN@ntu.edu.sg Engineering::Aeronautical engineering This project focuses on the study of the Duffing chaotic system with an added fractional derivative. The aim of the project is to study the transition between non-chaotic and chaotic behaviour of the Duffing system and evaluate the possibility of applying the Duffing chaotic system in image encryption. Modelling of the Duffing system and simulations of image encryption are performed using MATLAB. Subsequently, Poincare maps, phase plots and displacement-time plots are obtained to analyse and optimize the chaotic behaviour of the system. Upon establishment of the chaotic system, a number sequence is generated from the chaotic response of the system and applied to image encryption via a shift cipher. Finally, a visual and statistical correlation analysis between the original and encrypted images are performed to test the effectiveness of the encryption algorithm. A correlation value close to zero will mean that the encryption algorithm has successfully masked the plain image. Bachelor of Engineering (Aerospace Engineering) 2021-06-02T09:30:38Z 2021-06-02T09:30:38Z 2021 Final Year Project (FYP) Png, S. K. (2021). Data encryption using chaotic mechanical system vibration response signals. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/150770 https://hdl.handle.net/10356/150770 en B089 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Aeronautical engineering
spellingShingle Engineering::Aeronautical engineering
Png, See Kit
Data encryption using chaotic mechanical system vibration response signals
description This project focuses on the study of the Duffing chaotic system with an added fractional derivative. The aim of the project is to study the transition between non-chaotic and chaotic behaviour of the Duffing system and evaluate the possibility of applying the Duffing chaotic system in image encryption. Modelling of the Duffing system and simulations of image encryption are performed using MATLAB. Subsequently, Poincare maps, phase plots and displacement-time plots are obtained to analyse and optimize the chaotic behaviour of the system. Upon establishment of the chaotic system, a number sequence is generated from the chaotic response of the system and applied to image encryption via a shift cipher. Finally, a visual and statistical correlation analysis between the original and encrypted images are performed to test the effectiveness of the encryption algorithm. A correlation value close to zero will mean that the encryption algorithm has successfully masked the plain image.
author2 Chai Gin Boay
author_facet Chai Gin Boay
Png, See Kit
format Final Year Project
author Png, See Kit
author_sort Png, See Kit
title Data encryption using chaotic mechanical system vibration response signals
title_short Data encryption using chaotic mechanical system vibration response signals
title_full Data encryption using chaotic mechanical system vibration response signals
title_fullStr Data encryption using chaotic mechanical system vibration response signals
title_full_unstemmed Data encryption using chaotic mechanical system vibration response signals
title_sort data encryption using chaotic mechanical system vibration response signals
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/150770
_version_ 1702431157777334272