Separation of Chaotic Signals by Reservoir Computing
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DOI: 10.1063/1.5132766
Abstract: We demonstrate the utility of machine learning in the separation of superimposed chaotic signals using a technique called reservoir computing. We assume no knowledge of the dynamical equations that produce the signals and require only… read more here.
Keywords: wiener filter; chaotic signals; separation; signals reservoir ... See more keywords
Denoising Chaotic Signals Using Ensemble Intrinsic Time-Scale Decomposition
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DOI: 10.1109/access.2022.3218052
Abstract: Processing chaotic signals is a complicated task due to their nonlinear and non-periodical properties. Conventional linear filters do not allow to properly denoise signals generated by chaotic systems, distorting the carrier while removing the noise,… read more here.
Keywords: noise; intrinsic time; ensemble intrinsic; decomposition ... See more keywords
Design of a Cryptographic System for Communication Security using Chaotic Signals
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/5585079
Abstract: Disturbance or corresponding errors of the transmission of information affect the ability of error detection. The chaotic encryption system prevents errors and secures the transmission system safely. The security assures by updating chaotic signals with… read more here.
Keywords: design cryptographic; chaotic signals; system; communication ... See more keywords