Title :
Folded sums of chaotic trajectories distribute uniformly
Author :
Callegari, S. ; Rovatti, R. ; Setti, G.
Author_Institution :
CEG-DEIS, Bologna Univ., Italy
Abstract :
We investigate the properties of a process where the subsequent values assumed by the state of a chaotic map are summed to each other and the result is constrained within a finite domain by a folding operation. It is found that the limit distribution is always uniform, that the folded sums tend to be independent of the future evolution of the chaotic trajectory and that, whenever the map state is multi-dimensional, the folded sum vectors tend to be made of independent components. As an example, an application to the formal derivation of the spectrum of chaotically frequency modulated signals is also reported.
Keywords :
chaos; frequency modulation; multidimensional signal processing; nonlinear functions; spectral analysis; vectors; FM signals; chaotic map state values; chaotic trajectory folded sums uniform distribution; chaotic trajectory future evolution; chaotically frequency modulated signal spectrum derivation; finite domain constraints; folded sum vectors; folding operations; independent vector components; multi-dimensional map state; nonlinear functions; subsequent value summing; uniform limit distribution; Chaos; Character generation; Feeds; Frequency modulation; Gaussian distribution; Phase modulation; Probability; Quantization; Random processes; Trajectory;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010368