• DocumentCode
    2170570
  • Title

    Low density parity check (LDPC) codes for optical data storage

  • Author

    Bhagavatula, Vijayakumar ; Song, Hongwei ; Liu, Jingfeng

  • Author_Institution
    Data Storage Syst. Center, Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    371
  • Lastpage
    373
  • Abstract
    Low-density parity check (LDPC codes, first introduced by Gallager (1962), are error-correcting codes based on very sparse parity check matrices. Recently, in the wake of excellent performance of turbo codes, LDPC codes were rediscovered as another category of random codes approaching the Shannon capacity limit with practical decoding complexity. Extensive investigation of the applications of turbo codes and LDPC codes for data storage channels has been reported. While LDPC codes can be iteratively decoded using the sum-product algorithm with moderate complexity, the memory required to specify the nonzero elements in the random parity check matrix can be a major challenge for hardware implementation. Construction of good LDPC codes with structure is particularly desired in data storage channels to facilitate low complexity implementation. We address this issue by introducing a class of low complexity structured LDPC codes which are useful for optical data storage.
  • Keywords
    error correction codes; error statistics; optical storage; BER performance; Shannon capacity limit; decoding complexity; error-correcting codes; low complexity implementation; low complexity structured LDPC codes; low density parity check codes; optical data storage; random codes; sparse parity check matrices; sum-product algorithm; Bit error rate; Data storage systems; Decision support systems; Error correction codes; Iterative decoding; Memory; Optical recording; Parity check codes; Signal to noise ratio; Turbo codes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Optical Memory and Optical Data Storage Topical Meeting, 2002. International Symposium on
  • Print_ISBN
    0-7803-7379-0
  • Type

    conf

  • DOI
    10.1109/OMODS.2002.1028670
  • Filename
    1028670