• DocumentCode
    3256390
  • Title

    A reliable guideline to maximize the detection and analysis of deep defects in deep level transient spectroscopy

  • Author

    Hanine, M. ; Masmoudi, M.

  • Author_Institution
    LEMI, Rouen Univ., Mont Saint Aignan, France
  • fYear
    2004
  • fDate
    6-8 Dec. 2004
  • Firstpage
    360
  • Lastpage
    363
  • Abstract
    In this paper, we present reliable guidelines allowing to maximize the detection and analysis of deep defects in semiconductors by introducing a new method of analysis that we named MLM-DLTS (modified Levenberg-Marquardt deep level transient spectroscopy) based on the Levenberg-Marquardt algorithm that we modified deliberately and associated with two other high-resolution techniques, i.e., the matrix pencil algorithm and Prony´s method recently revised by Osborne. The performances of the method were first assessed with a procedure of simulation by generating multi-exponential capacitance transients with a changing signal-to-noise ratio. These different tests have demonstrated to what extent such a method of analysis is more efficient than classic correlation methods based on DLTS spectra and than three high-resolution methods already existing in the literature. Finally, when the signal-to-noise ratio is low, and in the aim of getting precise results, a few smoothing algorithms were tested. Our findings evidence how the smoothing quality can be controlled under certain conditions while avoiding both the distortions in the shape of the capacitance transients and the DLTS spectra.
  • Keywords
    crystal defects; deep level transient spectroscopy; deep levels; failure analysis; least squares approximations; matrix algebra; DLTS; Prony method; deep defect detection; deep level transient spectroscopy; least squares approximations; matrix pencil algorithm; modified Levenberg-Marquardt algorithm; multiexponential capacitance transients; signal-to-noise ratio; Algorithm design and analysis; Capacitance; Guidelines; Semiconductor device reliability; Shape control; Signal to noise ratio; Smoothing methods; Spectroscopy; Testing; Transient analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microelectronics, 2004. ICM 2004 Proceedings. The 16th International Conference on
  • Print_ISBN
    0-7803-8656-6
  • Type

    conf

  • DOI
    10.1109/ICM.2004.1434587
  • Filename
    1434587