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Verification of Delta Form Realization in Fixed-Point Digital Controllers Using Bounded Model Checking

机译:使用有界模型检查验证定点数字控制器中Delta形式的实现

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The extensive use of fixed-point digital controllers demands a growing effort to prevent design's errors that appear in the discrete-time domain. This paper presents a novel verification methodology that employs Bounded Model Checking (BMC) based on the Satisfiability Modulo Theories to verify the occurrence of design's errors, due to the finite word-length format, in fixed-point digital controllers. Here, the performance of digital controllers realizations that use delta-operators are compared to those that use traditional direct forms. The experimental results show that the delta form realization reduces substantially the digital controllers' fragility. Additionally, the proposed methodology can be very effective and efficient to verify real-world digital controllers, where conclusive results are obtained in nearly 95% of the benchmarks.
机译:定点数字控制器的广泛使用要求人们不断加大努力,以防止出现在离散时域中的设计错误。本文提出了一种新颖的验证方法,该方法采用基于满足性模理论的边界模型检查(BMC)来验证定点数字控制器中由于有限字长格式而引起的设计错误。在此,将使用增量运算符的数字控制器实现与使用传统直接形式的数字控制器实现的性能进行比较。实验结果表明,增量形式的实现大大降低了数字控制器的脆弱性。此外,所提出的方法可以非常有效地验证现实世界中的数字控制器,在这些数字控制器中,有将近95%的基准得到了确定的结果。

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