Data encryption using chaotic mechanical system vibration response signals

This project aims to create a chaotic mechanical system by using a mass-spring-damper system with an added cubic spring stiffness term and a fractional derivative term. The system will be iterated for the vibration response when an external sinusoidal force is applied to the system. Approximation to...

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Main Author: Sim, Ivan Wan Leong
Other Authors: Lin Rongming
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139984
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1399842023-03-04T19:39:12Z Data encryption using chaotic mechanical system vibration response signals Sim, Ivan Wan Leong Lin Rongming School of Mechanical and Aerospace Engineering MRMLIN@ntu.edu.sg Engineering::Mathematics and analysis::Simulations This project aims to create a chaotic mechanical system by using a mass-spring-damper system with an added cubic spring stiffness term and a fractional derivative term. The system will be iterated for the vibration response when an external sinusoidal force is applied to the system. Approximation to the fractional derivative will be carried out to reduce computational time and optimize the encryption process. Follow by the analysis of the vibration response for chaotic behavior using Poincare maps and frequency spectrums plot from Fast Fourier Transform. The chaotic response will be used to encrypt an image of an apple. Various methods of encryption and decryption will be explored such as XOR operation, bits inverting and swapping in order to scramble the image. Lastly, the encryption effectiveness will be assessed by visually comparison and using the statistical correlation value and the project concluded with the image encrypted successfully. Bachelor of Engineering (Aerospace Engineering) 2020-05-26T02:04:22Z 2020-05-26T02:04:22Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/139984 en B135 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::Mathematics and analysis::Simulations
spellingShingle Engineering::Mathematics and analysis::Simulations
Sim, Ivan Wan Leong
Data encryption using chaotic mechanical system vibration response signals
description This project aims to create a chaotic mechanical system by using a mass-spring-damper system with an added cubic spring stiffness term and a fractional derivative term. The system will be iterated for the vibration response when an external sinusoidal force is applied to the system. Approximation to the fractional derivative will be carried out to reduce computational time and optimize the encryption process. Follow by the analysis of the vibration response for chaotic behavior using Poincare maps and frequency spectrums plot from Fast Fourier Transform. The chaotic response will be used to encrypt an image of an apple. Various methods of encryption and decryption will be explored such as XOR operation, bits inverting and swapping in order to scramble the image. Lastly, the encryption effectiveness will be assessed by visually comparison and using the statistical correlation value and the project concluded with the image encrypted successfully.
author2 Lin Rongming
author_facet Lin Rongming
Sim, Ivan Wan Leong
format Final Year Project
author Sim, Ivan Wan Leong
author_sort Sim, Ivan Wan Leong
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 2020
url https://hdl.handle.net/10356/139984
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