Using design of experiment to diagnose analog blocks geometrical defects: Application to current reference circuits

H. Aziza, J. Portal, K. Castellani-Coulié
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Abstract

The purpose of this paper is to present an automated diagnosis methodology that targets analog blocks. An application example is given for a Current Reference (CR) circuit. The presented methodology focuses on speeding up the diagnosis process of anomalous variations of a CR outputs (i.e. the output current IREF, the consumption current ISUNK, the temperature dependency factor βT and the supply voltage dependency factor βV). This diagnosis methodology is based on a CR mathematical model which links specific CR design parameters to CR outputs. This model is generated thanks to a “Design Of Experiment” (DOE) technique. The DOE technique takes as input electrical simulation results of a CR circuit for different component geometries. DOE generates polynomial equations of the current reference outputs. Using these equations, the root cause of an anomalous CR output is detected in terms of CR design parameters.
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用实验设计诊断模拟块几何缺陷:在电流参考电路中的应用
本文的目的是提出一种针对模拟块的自动诊断方法。给出了电流基准(CR)电路的应用实例。所提出的方法侧重于加快CR输出异常变化的诊断过程(即输出电流IREF,消耗电流ISUNK,温度依赖因子βT和电源电压依赖因子βV)。该诊断方法基于将特定CR设计参数与CR输出联系起来的CR数学模型。该模型是通过“实验设计”(DOE)技术生成的。DOE技术以不同元件几何形状的CR电路的电气仿真结果作为输入。DOE生成电流参考输出的多项式方程。利用这些方程,根据CR设计参数检测出异常CR输出的根本原因。
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