多重分形谱在集成电路动态电流故障诊断中的应用

Application of Multifractal Spectrum to Fault Diagnosis of Integrated Circuits Based on IDDT

  • 摘要: 系统阐述了多重分形的概念和多重分形谱的小波模极大值计算方法,提出了一种新的基于动态电流IDDT多重分形谱分析的集成电路故障诊断方法。该方法利用多重分形分析方法有效地提取信号的几何结构特征信息,利用动态电流的多重分形谱分析来进行集成电路的故障诊断。使用Hspice电路仿真验证了该方法的可行性和有效性。

     

    Abstract: In this paper, the concept of multifractal spectrum and the computational method of wavelet maxima modulus of multifractal spectrum are firstly summarized. Then, a novel fault diagnosis algorithm for bridge faults and open faults of integrated circuits is presented based on the multifractal spectrum of transient power supply current (IDDT). The proposed method explores the multifractal spectrum for achieving characteristics of geometry structure of signals, and ultilizes the multifractal spectrum of IDDT for fault diagnosises of integrated circuits. Finally, simulation experiments with Hspice demostrate the effectiveness of the proposed algorithm.

     

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