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Towards the automated modelling and formal verification of analog designs

机译:实现模拟设计的自动建模和形式验证

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摘要

The verification of analog circuits remains a very time consuming and expensive part of the design process. Complete simulation of the state space is not possible; a line is drawn by the designer when it is deemed that enough sets of inputs and outputs have been covered and therefore the circuit is "verified". Unfortunately, bugs could still exist and for safety critical applications this is not acceptable. As well, a bug in the design could lead to costly recalls and a loss of revenue. Formal methods, which use mathematical logic to prove correctness of a design have been developed. However, available techniques for the formal verification of analog circuits are plagued by inaccuracies and a high level of user effort and interaction. We propose in this thesis a complete methodology for the modelling and formal verification of analog circuits. Bond graphs, which are based on the flow of power, are used to automatically extract the circuit's system of Ordinary Differential Equations. Subsequently, two formal verification methods, one based on automated theorem proving with MetiTarski, the other on predicate abstraction based model checking with HybridSal, are then used to verify functional properties on the extracted models. The methodology proposed is mechanical in nature and can be made completely automated. We apply this modelling and verification methodology on a set of analog designs that exhibit complex non-linear behaviour.
机译:模拟电路的验证仍然是设计过程中非常耗时且昂贵的部分。无法完全模拟状态空间;当认为已经覆盖了足够多的输入和输出集并且因此“验证”电路时,设计者会画一条线。不幸的是,错误仍然可能存在,对于安全性至关重要的应用程序,这是不可接受的。同样,设计中的错误也可能导致昂贵的召回和收入损失。已经开发出使用数学逻辑来证明设计正确性的形式化方法。然而,用于模拟电路的形式验证的可用技术受到准确性和用户努力与交互的高水平的困扰。我们在本文中提出了用于模拟电路建模和形式验证的完整方法。键合图基于功率流,用于自动提取电路的常微分方程系统。随后,两种形式验证方法,一种基于通过MetiTarski证明的自动定理,另一种基于基于混合谓词的谓词抽象的模型检查,然后用于验证所提取模型的功能特性。建议的方法本质上是机械的,可以完全自动化。我们将这种建模和验证方法应用于表现出复杂非线性行为的一组模拟设计。

著录项

  • 作者

    Denman William;

  • 作者单位
  • 年度 2009
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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