Adaptive Methods for Transient Noise Analysis

Stochastic differential algebraic equations (SDAEs) arise as a mathematical model for electrical network equations that are influenced by additional sources of Gaussian white noise. In this paper we discuss adaptive linear multistep methods for the numerical integration of SDAEs, in particular stochastic analogues of the trapezoidal rule and the two-step backward differentiation formula, together with a new step-size control strategy. Test results illustrate the performance of the presented methods.

[1]  Ewa Weinmüller,et al.  Local error estimates for moderately smooth problems: Part I – ODEs and DAEs , 2007 .

[2]  Werner Römisch,et al.  Efficient transient noise analysis in circuit simulation , 2006 .

[3]  Marc Tiebout A Fully Integrated 1.3GHz VCO for GSM in 0.25μm Standard CMOS with a Phasenoise of -- 142dBc/Hz at 3MHz Offset , 2000, 2000 30th European Microwave Conference.

[4]  Evelyn Buckwar,et al.  Multistep methods for SDEs and their application to problems with small noise , 2006, SIAM J. Numer. Anal..

[5]  Thorsten Sickenberger,et al.  Mean-square convergence of stochastic multi-step methods with variable step-size , 2008 .

[6]  Werner Römisch,et al.  Stepsize Control for Mean-Square Numerical Methods for Stochastic Differential Equations with Small Noise , 2006, SIAM J. Sci. Comput..

[7]  Desmond J. Higham,et al.  An Algorithmic Introduction to Numerical Simulation of Stochastic Differential Equations , 2001, SIAM Rev..

[8]  Michael Guenther,et al.  CAD based electric circuit modeling in industry. Part I: Mathematical structure and index of network equations. Part II: Impact of circuit configurations and parameters , 1999 .

[9]  Renate Winkler Stochastic Differential Algebraic Equations in Transient Noise Analysis , 2006 .

[10]  G. N. Milstein,et al.  Mean-Square Numerical Methods for Stochastic Differential Equations with Small Noises , 1997, SIAM J. Sci. Comput..

[11]  R. Winkler Stochastic differential algebraic equations of index 1 and applications in circuit simulation , 2003 .

[12]  Georg Denk,et al.  Modelling and simulation of transient noise in circuit simulation , 2007 .

[13]  Alper Demir,et al.  Analysis and Simulation of Noise in Nonlinear Electronic Circuits and Systems , 1997 .