• DocumentCode
    1038691
  • Title

    Uncertainty evaluation in algorithms with conditional statement

  • Author

    Betta, Giovanni ; Liguori, Consolatina ; Pietrosanto, Antonio

  • Author_Institution
    Univ. of Cassino, Italy
  • Volume
    53
  • Issue
    4
  • fYear
    2004
  • Firstpage
    969
  • Lastpage
    976
  • Abstract
    This paper proposes a methodology for the uncertainty evaluation of digital signal-processing algorithms including conditional instructions (if-then-else statements). In agreement with the suggestion of the ISO guide for the expression of uncertainty in measurement, a probabilistic approach is proposed. The application to different algorithms characterized by significant decision phases is approached theoretically, verifying the results also by suitable simulation. The generality and suitability of the proposed approach are then proved on a number of different real-world applications.
  • Keywords
    ISO standards; decision trees; measurement standards; measurement uncertainty; signal processing; ISO guide; conditional instructions; decision phases; digital signal-processing algorithms; measurement uncertainty; uncertainty evaluation; Application software; Digital signal processing; Hardware; ISO; Image edge detection; Image sensors; Measurement uncertainty; Pixel; Sensor fusion; Signal processing algorithms; Algorithms uncertainty; ISO GUM; conditional statement; digital signal processing; uncertainty;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2004.830739
  • Filename
    1315970