ESTIMATING THE EMBEDDING DIMENSION AND DELAY TIME FROM CHAOTIC TIME SERIES WITH DYNAMIC NOISE

Abstract

This paper considers the chaotic time series with additive dynamic noise. Defining the embedding dimension and delay time, we discuss their mathematical properties. A method of estimating the embedding dimension and delay time is proposed, and the consistency of the estimators is proved.