• DocumentCode
    3568627
  • Title

    Cost-driven statistical analysis for selection of alternative measurements of analog circuits

  • Author

    Verdy, Matthieu ; Ratiu, Alin ; Morche, Dominique ; De Foucauld, Emeric ; Lesecq, Suzanne ; Mallet, Jean-Pascal ; Mayor, Cedric

  • Author_Institution
    Univ. Grenoble Alpes, Grenoble, France
  • fYear
    2014
  • Firstpage
    104
  • Lastpage
    107
  • Abstract
    In this paper, we introduce a new method for improving the use of Alternative Measurements Strategy for analog circuit testing. The goal is to reduce the test cost by selecting the cheapest set of measurements that do not bring redundant information about the state of the circuit, without reducing test coverage. The proposed method consists in finding a subset of a given set of parameters which explains the dispersion of the circuit performances. The efficiency of the proposed approach is demonstrated on a critical example using continuous-time A/D conversion.
  • Keywords
    analogue circuits; analogue-digital conversion; measurement systems; statistical analysis; alternative measurement strategy; analog circuit testing; circuit performances; continuous-time A-D conversion; cost-driven statistical analysis; Accuracy; Data mining; Feature extraction; Integrated circuit modeling; Mars; System-on-chip; Tuning; Built-in Test; Data Mining; Indirect measures selection; Model classification; Modeling techniques; Monte-Carlo simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems (ICECS), 2014 21st IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICECS.2014.7049932
  • Filename
    7049932