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On simulation-based probabilistic model checking of mixed-analog circuits

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Abstract

In this paper, we consider verifying properties of mixed-signal circuits, i.e., circuits for which there is an interaction between analog (continuous) and digital (discrete) values. We use a simulation-based approach that consists of evaluating the property on a representative subset of behaviors and answering the question of whether the circuit satisfies the property with a probability greater than or equal to some threshold. We propose a logic adapted to the specification of properties of mixed-signal circuits in the temporal domain as well as in the frequency domain. We also demonstrate the applicability of the method on different models of Δ–Σ modulators for which previous formal verification attempts were too conservative and required excessive computation time.

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Author information

Authors and Affiliations

  1. Carnegie Mellon University, Computer Science Department, Pittsburgh, USA

    Edmund Clarke

  2. VERIMAG Laboratory, 2, Avenue de Vignates, 38610, Gières, France

    Alexandre Donzé

  3. INRIA Rennes, Computer Science Department, Rennes, France

    Axel Legay

Authors
  1. Edmund Clarke
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  2. Alexandre Donzé
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  3. Axel Legay
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Corresponding author

Correspondence to Alexandre Donzé.

Additional information

This research was sponsored by the GSRC (University of California) under contract no. SA423679952, National Science Foundation under contracts no. CCF0429120, no. CNS0411152, and no. CCF0541245, Semiconductor Research Corporation under contract no. 2005TJ1366, Air Force (University of Vanderbilt) under contract no. 18727S3, International Collaboration for Advanced Security Technology of the National Science Council, Taiwan, under contract no. 1010717, and a grant from the Belgian American Educational Foundation.

Two preliminary versions of this paper appear in the Proceedings of the 4th Haifa Verification Conference and in the Proceedings of the 2nd Workshop on Formal Verification of Analog Circuits, respectively.

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Clarke, E., Donzé, A. & Legay, A. On simulation-based probabilistic model checking of mixed-analog circuits. Form Methods Syst Des 36, 97–113 (2010). https://doi.org/10.1007/s10703-009-0076-y

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