A novel signal classification method for dynamical systems is proposed.
Diffusion Maps is applied on stable representations of sensor observations.
Three variations are proposed, with different motivations and implications.
Person identification from ECG signals is studied on a free available database.
Our method achieves the highest reported accuracy on this dataset.