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Adjoint transient sensitivity analysis in circuit simulation

By Z Zoran Ilievski, H Hong Xu, A Arie Verhoeven, EJW Jan ter Maten, WHA Wil Schilders and RMM Robert = Bob Mattheij

Abstract

Sensitivity analysis is an important tool that can be used to assess and improve the design and accuracy of a model describing an electronic circuit. Given a model description in the form of a set of differential-algebraic equations it is possible to observe how a circuit's output reacts to varying input parameters, which are introduced at the requirements stage of design. In this paper we consider the adjoint method more closely. This method is efficient when the number of parameters is large.We extend the transient sensitivity work of Petzold et al., in particular we take into account the parameter dependency of the dynamic term.We also compare the complexity of the direct and adjoint sensitivity and derive some error estimates. Finally we sketch out how Model Order Reduction techniques could be used to improve the efficiency of adjoint sensitivity analysis

Publisher: 'Springer Fachmedien Wiesbaden GmbH'
Year: 2007
DOI identifier: 10.1007/978-3-540-71980-9_18
OAI identifier: oai:library.tue.nl:662380
Provided by: Repository TU/e
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