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...
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Nanyang Technological University
2021
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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 |
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Engineering::Aeronautical engineering Png, See Kit Data encryption using chaotic mechanical system vibration response signals |
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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 |
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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 |
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Nanyang Technological University |
publishDate |
2021 |
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https://hdl.handle.net/10356/150770 |
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1702431157777334272 |