EMBEDDING OF SEQUENCES OF TIME INTERVALS

Times series obtained from dynamical systems can be converted into seq uences of time intervals between relevant events. We show that under q uite general conditions time intervals are phase space observables and therefore embedding theorems for the reconstruction of a state space from scalar signals are valid. The practical applicability in data ana lysis is discussed with the help of numerical and experimental example s.