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相关论文: Modeling 1/f noise

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We present and analyze the simple analytically solvable model of 1/f noise, which can be relevant for the understanding of the origin, main properties and parameter dependencies of the flicker noise. In the model, the currents or signals…

数据分析、统计与概率 · 物理学 2008-12-31 J. Ruseckas , B. Kaulakys , M. Alaburda

Simple analytically solvable models are proposed exhibiting 1/f spectrum in wide range of frequency. The signals of the models consist of pulses (point process) which interevent times fluctuate about some average value, obeying an…

统计力学 · 物理学 2007-05-23 B. Kaulakys , T. Meskauskas

The usual interpretation of noise is represented by a sum of many independent two-level elementary random signals with a distribution of relaxation times. In this paper it is demonstrated that also the superposition of many similar…

数据分析、统计与概率 · 物理学 2007-08-24 Giovanni Zanella

The problem of the intrinsic origin of 1/f noise is considered. Currents and signals consisting of a sequence of pulses are analysed. It is shown that intrinsic origin of 1/f noise is a random walk of the average time between subsequent…

统计力学 · 物理学 2007-05-23 B. Kaulakys

Simple analytically solvable model of 1/f noise is proposed. The model consists of one or few particles moving in the closed contour. The drift period of the particle round the contour fluctuates about some average value, e.g. due to the…

adap-org · 物理学 2015-06-30 B. Kaulakys

Internal mechanism leading to the emergence of the widely occurring 1/f noise still remains an open issue. In this paper we investigate the distinction between internal time of the system and the physical time as a source of 1/f noise.…

统计力学 · 物理学 2016-06-22 J. Ruseckas , R Kazakevicius , B. Kaulakys

There are several mathematical models yielding 1/f noise. For example, 1/f spectrum can be obtained from stochastic sequence of pulses having power-law distribution of pulse durations or from nonlinear stochastic differential equations. We…

统计力学 · 物理学 2014-02-12 J. Ruseckas , B. Kaulakys

We investigate a problem of the necessary and sufficient conditions for appearance of the 1/f fluctuations in the simple systems affected by the external random perturbations, i.e. the power spectral density of the flux of particles moving…

adap-org · 物理学 2007-05-23 B. Kaulakys , T. Meskauskas

1/f noise is very common but is difficult to handle in a metrological way. After having recalled the main characteristics of stongly correlated noise, this paper will determine relationships giving confidence intervals over the arithmetic…

数据分析、统计与概率 · 物理学 2015-06-22 Francois Vernotte , Eric Lantz

This is a pedagogical review of the ubiquitous 1/f^\alpha noises. The sections include the representation of 1/f^\alpha noise as a superposition of many relaxation processes; a discussion of the infinitely large fluctuations in the low…

经典物理 · 物理学 2007-05-23 Edoardo Milotti

We present a simple stochastic mechanism which generates pulse trains exhibiting a power law distribution of the pulse intervals and a $1/f^\alpha$ power spectrum over several decades at low frequencies with $\alpha$ close to one. The…

统计力学 · 物理学 2009-11-07 J. Davidsen , H. G. Schuster

We present a simple point process model of $1/f^{\beta}$ noise, covering different values of the exponent $\beta$. The signal of the model consists of pulses or events. The interpulse, interevent, interarrival, recurrence or waiting times…

统计力学 · 物理学 2016-08-31 B. Kaulakys , V. Gontis , M. Alaburda

Based on analyzing various physical examples for 1/f noise we found that the 1/f noise is caused by generating conditions as resonance in acoustics and the effect of matter carrier is secondary. All the physical reasons are summarized into…

适应与自组织系统 · 物理学 2008-02-15 Xu ShengLong

The collective behavior of a two-dimensional wet granular cluster under horizontal swirling motions is investigated experimentally. Depending on the balance between the energy injection and dissipation, the cluster evolves into various…

软凝聚态物质 · 物理学 2015-09-30 Kai Huang

An analytically solvable model is proposed exhibiting 1/f spectrum in any desirably wide range of frequency (but excluding the point f=0). The model consists of pulses whose recurrence times obey an autoregressive process with very small…

adap-org · 物理学 2009-10-31 B. Kaulakys

We analyze the power spectral density of a signal composed of nonoverlapping rectangular pulses. First, we derive a general formula for the power spectral density of a signal constructed from the sequence of nonoverlapping pulses. Then we…

统计力学 · 物理学 2023-03-15 Aleksejus Kononovicius , Bronislovas Kaulakys

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,…

统计力学 · 物理学 2009-09-29 O. Chichigina , D. Valenti , B. Spagnolo

When modelling time series, it is common to decompose observed variation into a "signal" process, the process of interest, and "noise", representing nuisance factors that obfuscate the signal. To separate signal from noise, assumptions must…

统计方法学 · 统计学 2020-11-11 Richard Creswell , Ben Lambert , Chon Lok Lei , Martin Robinson , David Gavaghan

In this work we analyze the stochastic dynamics of the Kauffman model evolving under the influence of noise. By considering the average crossing time between two distinct trajectories, we show that different Kauffman models exhibit a…

适应与自组织系统 · 物理学 2015-06-26 X. Qu , M. Aldana , Leo P. Kadanoff

A general physical model is presented for 1/f noise. The main questions raised by this type of noise can be solved if at the origin of the phenomenon we consider many similar like RTN two-state processes in co-operation among them to…

数据分析、统计与概率 · 物理学 2007-05-23 Giovanni Zanella
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