Cleaning chaotic signals from noise is demonstrated to be connected with information properties of the signals. Examples of cleaning methods are discussed in the case of signals generated by one-dimensional maps. The efficiency of the methods and its relation to the chaos content of the signals are evaluated by numerical experiments.
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