Similarities and Differences between Recurrence Plot and Fourier Transform

Abstract

We describe the features of Fourier transform and recurrence plot, that are both reversible transformations for time series. Then we discuss the possibility of the recurrence plot as an operator for time series. The idea is to define a basis of time series including nonlinearity, and classify the points in the given time series through a distance of the points.