Symplectic Principal Component Analysis: A New Method for Time Series Analysis
Figure 4
Chaotic signal reconstructed by the proposed SPCA algorithm with , where (a) the time series of the original Lorenz data without noise and the estimated data; (b) phase diagrams with for the original Lorenz data without noise and the estimated data. The sampling time .