A random telegraph signal of Mittag-Leffler type

A general method is presented to explicitly compute autocovariance functions for non-Poisson dichotomous noise based on renewal theory. The method is specialized to a random telegraph signal of Mittag-Leffler type. Analytical predictions are compared to Monte Carlo simulations. Non-Poisson dichotomous noise is non-stationary and standard spectral methods fail to describe it properly as they assume stationarity.

[1]  Milotti Linear processes that produce 1/f or flicker noise. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[2]  Enrico Scalas,et al.  Uncoupled continuous-time random walks: Solution and limiting behavior of the master equation. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  K. Otsuga,et al.  The Impact of Random Telegraph Signals on the Scaling of Multilevel Flash Memories , 2006, 2006 Symposium on VLSI Circuits, 2006. Digest of Technical Papers..

[4]  A. Stepanescu 1/f noise as a two-parameter stochastic process , 1974 .

[5]  E. Scalas,et al.  Monte Carlo simulation of uncoupled continuous-time random walks yielding a stochastic solution of the space-time fractional diffusion equation. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[6]  Harald Cramer,et al.  On the Theory of Stationary Random Processes , 1940 .

[7]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[8]  C. J. Stone,et al.  Introduction to Stochastic Processes , 1972 .

[9]  T. Kozubowski Mixture representation of Linnik distribution revisited , 1998 .

[10]  Non-Poisson dichotomous noise: higher-order correlation functions and aging. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  Enrico Scalas,et al.  The application of continuous-time random walks in finance and economics , 2006 .

[12]  A. Khintchine Korrelationstheorie der stationären stochastischen Prozesse , 1934 .

[13]  On the RTS phenomenon and trap nature in Flash memory tunnel oxide , 2007 .

[14]  I. Sokolov,et al.  Anomalous transport : foundations and applications , 2008 .

[15]  Michel Orrit,et al.  Photon statistics in the fluorescence of single molecules and nanocrystals: Correlation functions versus distributions of on- and off-times , 2003 .

[16]  Mark M. Meerschaert,et al.  Limit theorems for continuous-time random walks with infinite mean waiting times , 2004, Journal of Applied Probability.

[17]  Werner Horsthemke,et al.  Noise-induced transitions , 1984 .

[18]  I. Podlubny Fractional differential equations , 1998 .

[19]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[20]  Erhan Çinlar,et al.  Introduction to stochastic processes , 1974 .

[21]  A. N. Kolmogorov,et al.  Foundations of the theory of probability , 1960 .

[22]  P. Billingsley,et al.  Probability and Measure , 1980 .

[23]  E. Barkai,et al.  Photon counting statistics for blinking CdSe-ZnS quantum dots: a Lévy walk process. , 2006, The journal of physical chemistry. B.

[24]  Aging correlation functions for blinking nanocrystals, and other on-off stochastic processes. , 2004, The Journal of chemical physics.

[25]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1967 .

[26]  J. M. Luck,et al.  Statistics of the Occupation Time of Renewal Processes , 2000, cond-mat/0010428.

[27]  Boris Gnedenko,et al.  Introduction to queueing theory , 1968 .

[28]  G. W. Kenrick XIX.The analysis of irregular motions with applications to the energy-frequency spectrum of static and of telegraph signals , 1929 .

[29]  A. Pakes,et al.  Mixture representations for symmetric generalized Linnik laws , 1998 .

[30]  Cor Claeys,et al.  On the flicker noise in submicron silicon MOSFETs , 1999 .

[31]  Francesco Mainardi,et al.  Continuous time random walk, Mittag-Leffler waiting time and fractional diffusion: mathematical aspects , 2007, 0705.0797.

[32]  Ericka Stricklin-Parker,et al.  Ann , 2005 .

[33]  Samuel Kotz,et al.  The Laplace Distribution and Generalizations: A Revisit with Applications to Communications, Economics, Engineering, and Finance , 2001 .

[34]  S. Rice Mathematical analysis of random noise , 1944 .