Applications of Chaos Theory in Securing Nonlinear Signal Communication Networks

This paper examines the use of chaos theory towards the ensuring the securitoy of nonlinear signal communication networks. Chaos encryption is based on the given properties of the chaos: the minimized differences between two neighboring states, this method contributes to stronger protection based on definite non-predictability. Analysis of result shows that proposed chaos based methods provides better SNR, BER, and computation complexity than the conventional encryption method and hence suitable for WSNs. The methodology includes simulation of chaotic systems, conversion of information through chaotic masking and synchronization with the receiver for decoding. With the help of simulation, it is shown that chaos-based encrypting agents have optimal security measure in moderate noise level and relatively less computational time. The development of the chaos-based encryption encounters problems and these problems are mainly in the areas of synchronization between the chaos transmitter and the receiver, the chaos sensitivity to noise and how to implement the large number of nodes in a network. The interoperability with the next-gen technologies including quantum computing and machine learning holds the prospects for future investigations. These advancement might help enhance the flexibility and reliability of the chaos based encryption systems and thus open the gate for the practical implementation of the technology in various fields of application. According to this study, there is immense potential for using the chaos-based encryption technology applied to nonlinear communication networks but the further research is needed to overcome the practical issues. Further works should be directed into the improvement of noise tolerance, expansibility, and realism so as to to pave way for the real world adoption of chaos based cryptography to facilitate the security of modern day communication systems.

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Publication Details

Published
2024-11-07
DOI
https://doi.org/10.1109/icisct64202.2024.10957248
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
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article

Applications of Chaos Theory in Securing Nonlinear Signal Communication Networks

Raman Kumar, P.M. Dey, Ahmed Alkhayyat, Shashank Pareek et al.
Chaos-based Image/Signal Encryption
article

Applications of Chaos Theory in Securing Nonlinear Signal Communication Networks

Raman Kumar, P.M. Dey, Ahmed Alkhayyat, Shashank Pareek, Jatinder Kumar, Ahmed Saleh Al-Samalek
article en

Abstract

This paper examines the use of chaos theory towards the ensuring the securitoy of nonlinear signal communication networks. Chaos encryption is based on the given properties of the chaos: the minimized differences between two neighboring states, this method contributes to stronger protection based on definite non-predictability. Analysis of result shows that proposed chaos based methods provides better SNR, BER, and computation complexity than the conventional encryption method and hence suitable for WSNs. The methodology includes simulation of chaotic systems, conversion of information through chaotic masking and synchronization with the receiver for decoding. With the help of simulation, it is shown that chaos-based encrypting agents have optimal security measure in moderate noise level and relatively less computational time. The development of the chaos-based encryption encounters problems and these problems are mainly in the areas of synchronization between the chaos transmitter and the receiver, the chaos sensitivity to noise and how to implement the large number of nodes in a network. The interoperability with the next-gen technologies including quantum computing and machine learning holds the prospects for future investigations. These advancement might help enhance the flexibility and reliability of the chaos based encryption systems and thus open the gate for the practical implementation of the technology in various fields of application. According to this study, there is immense potential for using the chaos-based encryption technology applied to nonlinear communication networks but the further research is needed to overcome the practical issues. Further works should be directed into the improvement of noise tolerance, expansibility, and realism so as to to pave way for the real world adoption of chaos based cryptography to facilitate the security of modern day communication systems.

Chandigarh University (IN), NIMS University (IN), Rayat Bahra University (IN), Iraqi University (IQ), University of Kerbala (IQ), Punjab Engineering College (IN)
Openalex Percentile: Top 71%
Chaos-based Image/Signal Encryption
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