• DocumentCode
    1757054
  • Title

    Optimal Detector for Multilevel NAND Flash Memory Channels with Intercell Interference

  • Author

    Asadi, Meysam ; Xiujie Huang ; Kavcic, Aleksandar ; Santhanam, Narayana P.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Hawaii at Manoa, Honolulu, HI, USA
  • Volume
    32
  • Issue
    5
  • fYear
    2014
  • fDate
    41760
  • Firstpage
    825
  • Lastpage
    835
  • Abstract
    In this paper we derive the optimal detector for multilevel cell (MLC) flash memory channels with intercell interference (ICI). We start with the MLC channel model proposed by Dong et al. and just slightly alter the model to guarantee mathematical tractability of the optimal detectors (maximum likelihood and maximum a-posteriori sequence and symbol detectors). The optimal detector is obtained by computing branch metrics using Fourier transforms of analytically computable characteristic functions (corresponding to likelihood functions). We derive the detectors for both simple one-dimensional (1D) channel models and more realistic page-orientated two-dimensional (2D) channel models. Simulation results show that the hard-output bit error rate (BER) performance matches some previously known detectors, but that the soft-output detector outperforms previously known detectors by 0.35 dB.
  • Keywords
    Fourier transforms; flash memories; integrated circuit noise; integrated memory circuits; interference (signal); maximum likelihood detection; 2D channel model; BER; Fourier transforms; hard output bit error rate; intercell interference; maximum a posteriori sequence detection; maximum likelihood detection; multilevel NAND flash memory channel; multilevel cell flash memory channel; optimal detector; symbol detection; Ash; Channel models; Computer architecture; Detectors; Measurement; Microprocessors; Threshold voltage; Fast Fourier transform (FFT); NAND flash memory; intercell interference (ICI); maximum a posteriori (MAP) detector; multilevel cell (MLC);
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/JSAC.2014.140503
  • Filename
    6804928