• DocumentCode
    3108035
  • Title

    Tackling intracell variability in TLC Flash through tensor product codes

  • Author

    Gabrys, Ryan ; Yaakobi, Eitan ; Grupp, Laura ; Swanson, Steven ; Dolecek, Lara

  • Author_Institution
    Univ. of California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    1000
  • Lastpage
    1004
  • Abstract
    Flash memory is a promising new storage technology. To fully utilize future multi-level cell Flash memories, it is necessary to develop error correction coding schemes attuned to the underlying physical characteristics of Flash. Based on a careful inspection of fine-grained, experimentally-collected error patterns of TLC (three bits per cell) Flash, we propose a mathematical model that captures the intracell variability, which is manifested by certain patterns of bit-errors. Error correction codes are constructed for this model based upon generalized tensor product codes. For fixed levels of redundancy, these codes are shown to exhibit substantially lower bit error rates than existing error correction schemes.
  • Keywords
    error correction codes; flash memories; tensors; TLC flash; bit-errors; error correction coding schemes; generalized tensor product codes; intracell variability; mathematical model; multi-level cell Flash memories; tensor product codes; Decoding; Error correction codes; Flash memory; Parity check codes; Product codes; Tensile stress; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6282078
  • Filename
    6282078