A noise source model, consisting of a pulse sequence at random times with memory, is presented. By varying the memory we can obtain variable randomness of the stochastic process. The delay time between pulses, i.e. the noise memory, produces different kinds of correlated noise ranging from white noise, without delay, to quasi-periodical process, with delay close to the average period of the pulses. The spectral density is calculated. This type of noise could be useful to describe physical and biological systems where some delay is present. In particular it could be useful in population dynamics. A simple dynamical model for epidemiological infection with this noise source is presented. We find that the time behavior of the illness depends on the noise parameters. Specifically the amplitude and the memory of the noise affect the number of infected people.

CHICHIGINA O, VALENTI D, SPAGNOLO B (2005). A simple noise model with memory for biological systems. FLUCTUATION AND NOISE LETTERS, 5(2), L243-L250 [10.1142/S0219477505002616].

A simple noise model with memory for biological systems

VALENTI, Davide;SPAGNOLO, Bernardo
2005-01-01

Abstract

A noise source model, consisting of a pulse sequence at random times with memory, is presented. By varying the memory we can obtain variable randomness of the stochastic process. The delay time between pulses, i.e. the noise memory, produces different kinds of correlated noise ranging from white noise, without delay, to quasi-periodical process, with delay close to the average period of the pulses. The spectral density is calculated. This type of noise could be useful to describe physical and biological systems where some delay is present. In particular it could be useful in population dynamics. A simple dynamical model for epidemiological infection with this noise source is presented. We find that the time behavior of the illness depends on the noise parameters. Specifically the amplitude and the memory of the noise affect the number of infected people.
2005
Settore FIS/02 - Fisica Teorica, Modelli E Metodi Matematici
CHICHIGINA O, VALENTI D, SPAGNOLO B (2005). A simple noise model with memory for biological systems. FLUCTUATION AND NOISE LETTERS, 5(2), L243-L250 [10.1142/S0219477505002616].
File in questo prodotto:
File Dimensione Formato  
FNL_5_L243_2005.pdf

accesso aperto

Descrizione: Articolo completo
Dimensione 292.22 kB
Formato Adobe PDF
292.22 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/13366
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 87
  • ???jsp.display-item.citation.isi??? 83
social impact