• DocumentCode
    2956184
  • Title

    An Incremental Approach to Functional Diagnosis

  • Author

    Amati, L. ; Bolchini, C. ; Frigerio, L. ; Salice, F. ; Eklow, B. ; Suvatne, A. ; Brambilla, E. ; Franzoso, F. ; Martin, M.

  • Author_Institution
    Dip. Elettron. e Inf., Politec. di Milano, Milan, Italy
  • fYear
    2009
  • fDate
    7-9 Oct. 2009
  • Firstpage
    392
  • Lastpage
    400
  • Abstract
    This paper presents a methodology for an incremental approach to functional fault diagnosis of complex boards, used to identify candidate failing components based on the results of the executed tests, once a misbehavior has been detected but not localized. The proposal aims at reducing both time and effort during the diagnostic phase, by executing a subset of the available tests, analyzing the achieved results, and then supporting the operator by suggesting what tests should be run next, to identify the faulty component, should the already gathered information be insufficient. A methodology has been defined to analyze the available results, and to evaluate the effectiveness of the remaining tests to find the most probable cause of failure in a reduced number of additional test runs. The approach has been validated on a portion of a real life board and other circuits, to tune parameters and to evaluate the performance of the proposed methodology.
  • Keywords
    VLSI; fault diagnosis; testing; VLSI systems; candidate failing components; complex hoards; diagnostic phase; faulty component; functional fault diagnosis; tests; Artificial intelligence; Bayesian methods; Circuit testing; Engines; Fault detection; Fault diagnosis; Fault tolerant systems; Life testing; Performance evaluation; System testing; Bayes Network; Fault Diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Defect and Fault Tolerance in VLSI Systems, 2009. DFT '09. 24th IEEE International Symposium on
  • Conference_Location
    Chicago, IL
  • ISSN
    1550-5774
  • Print_ISBN
    978-0-7695-3839-6
  • Type

    conf

  • DOI
    10.1109/DFT.2009.29
  • Filename
    5372232