A self-perturbed pseudo-random sequence generator based on hyperchaos

Chaotic system has been widely used in the design of pseudorandom sequence generators. However, the performance of pseudorandom sequence generators is greatly affected by the chaotic degradation, which is caused by computational accuracy. In this paper, we propose a self-perturbed pseudorandom seque...

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Main Authors: Yi Zhao, Changyuan Gao, Jie Liu, Shaozeng Dong
Format: Article
Language:English
Published: Elsevier 2019-12-01
Series:Chaos, Solitons & Fractals: X
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S259005442030004X
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author Yi Zhao
Changyuan Gao
Jie Liu
Shaozeng Dong
author_facet Yi Zhao
Changyuan Gao
Jie Liu
Shaozeng Dong
author_sort Yi Zhao
collection DOAJ
description Chaotic system has been widely used in the design of pseudorandom sequence generators. However, the performance of pseudorandom sequence generators is greatly affected by the chaotic degradation, which is caused by computational accuracy. In this paper, we propose a self-perturbed pseudorandom sequence generator based on hyper-chaotic system to overcome this problem. A novel hyper-chaotic system is constructed to achieve a complex dynamic behavior. One of the feedback controllers is used to disturb the other dimensions so that the short period can be avoided. Based on the proposed hyper-chaotic system, a pseudorandom number generator is designed. The dynamic behavior of the hyper-chaotic system is analyzed. The randomness and the security of the pseudorandom sequence generated by the proposed scheme are tested and analyzed. The results show that this scheme has a larger key space and a higher level of randomness. It is suitable to be used in privacy encryption and secure communication.
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spelling doaj.art-2c8e7dd126c3406991664955819f2d382022-12-21T22:40:36ZengElsevierChaos, Solitons & Fractals: X2590-05442019-12-014100023A self-perturbed pseudo-random sequence generator based on hyperchaosYi Zhao0Changyuan Gao1Jie Liu2Shaozeng Dong3Harbin University of Science and Technology, Harbin 150080, ChinaHarbin University of Science and Technology, Harbin 150080, China; Corresponding author.Jiangsu Ocean University, Lianyungang 222005, ChinaJiangsu Ocean University, Lianyungang 222005, ChinaChaotic system has been widely used in the design of pseudorandom sequence generators. However, the performance of pseudorandom sequence generators is greatly affected by the chaotic degradation, which is caused by computational accuracy. In this paper, we propose a self-perturbed pseudorandom sequence generator based on hyper-chaotic system to overcome this problem. A novel hyper-chaotic system is constructed to achieve a complex dynamic behavior. One of the feedback controllers is used to disturb the other dimensions so that the short period can be avoided. Based on the proposed hyper-chaotic system, a pseudorandom number generator is designed. The dynamic behavior of the hyper-chaotic system is analyzed. The randomness and the security of the pseudorandom sequence generated by the proposed scheme are tested and analyzed. The results show that this scheme has a larger key space and a higher level of randomness. It is suitable to be used in privacy encryption and secure communication.http://www.sciencedirect.com/science/article/pii/S259005442030004XHyperchaos systemPseudorandom sequenceSelf-perturbedRandomness
spellingShingle Yi Zhao
Changyuan Gao
Jie Liu
Shaozeng Dong
A self-perturbed pseudo-random sequence generator based on hyperchaos
Chaos, Solitons & Fractals: X
Hyperchaos system
Pseudorandom sequence
Self-perturbed
Randomness
title A self-perturbed pseudo-random sequence generator based on hyperchaos
title_full A self-perturbed pseudo-random sequence generator based on hyperchaos
title_fullStr A self-perturbed pseudo-random sequence generator based on hyperchaos
title_full_unstemmed A self-perturbed pseudo-random sequence generator based on hyperchaos
title_short A self-perturbed pseudo-random sequence generator based on hyperchaos
title_sort self perturbed pseudo random sequence generator based on hyperchaos
topic Hyperchaos system
Pseudorandom sequence
Self-perturbed
Randomness
url http://www.sciencedirect.com/science/article/pii/S259005442030004X
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