NOISE-REDUCTION - FINDING THE SIMPLEST DYNAMIC SYSTEM CONSISTENT WITH THE DATA

A novel method is described for noise reduction in chaotic experimental data whose dynamics are low dimensional. In addition, we show how the approach allows experimentalists to use many of the same techniques that have been essential for the analysis of nonlinear systems of ordinary differential equations and difference equations. © 1990.