• DocumentCode
    929096
  • Title

    Advanced acoustic microimaging using sparse signal representation for the evaluation of microelectronic packages

  • Author

    Zhang, Guang-Ming ; Harvey, David Mark ; Braden, Derek R.

  • Author_Institution
    Gen. Eng. Res. Inst., Liverpool John Moores Univ., UK
  • Volume
    29
  • Issue
    2
  • fYear
    2006
  • fDate
    5/1/2006 12:00:00 AM
  • Firstpage
    271
  • Lastpage
    283
  • Abstract
    Acoustic microimaging (AMI) has been widely used to nondestructively evaluate microelectronic packages for the presence of internal defects. To detect defects in small devices such as μBGA, flip-chip, and chip-scale packages, high acoustic frequencies are required for the conventional AMI systems. The acoustic frequency used in practice, however, is limited by its penetration through materials. In this paper, a novel acoustic microimaging technique, which utilizes nonlinear signal processing techniques to improve the resolution and robustness of conventional AMI, is proposed and investigated. The technique is based on the concept of sparse signal representations in overcomplete time-frequency dictionaries. Simulation and experimental results show its super resolution and high robustness.
  • Keywords
    acoustic imaging; fault diagnosis; integrated circuit packaging; signal representation; time-frequency analysis; AMI systems; AMI technique; acoustic microimaging technique; defect detection; high acoustic frequencies; internal defects; microelectronic packages; nonlinear signal processing techniques; overcomplete dictionaries; sparse signal representation; time-frequency dictionaries; Acoustic devices; Acoustic materials; Acoustic signal detection; Ambient intelligence; Chip scale packaging; Frequency; Microelectronics; Robustness; Signal representations; Signal resolution; Acoustic microimaging (AMI); microelectronic packages; overcomplete dictionaries; sparse signal representations;
  • fLanguage
    English
  • Journal_Title
    Advanced Packaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1521-3323
  • Type

    jour

  • DOI
    10.1109/TADVP.2005.853553
  • Filename
    1629169