• DocumentCode
    17246
  • Title

    Codes on Graphs: Fundamentals

  • Author

    Forney, G. David

  • Author_Institution
    Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    60
  • Issue
    10
  • fYear
    2014
  • fDate
    Oct. 2014
  • Firstpage
    5809
  • Lastpage
    5826
  • Abstract
    This paper develops a fundamental theory of realizations of linear and group codes on general graphs using elementary group theory, including basic group duality theory. Principal new and extended results include: normal realization duality; analysis of systems-theoretic properties of fragments of realizations and their connections; minimal Leftrightarrow trim and proper theorem for cycle-free codes; results showing that all constraint codes except interface nodes may be assumed to be trim and proper, and that the interesting part of a cyclic realization is its 2-core; notions of observability and controllability for fragments, and related tests; and relations between state-trimness and controllability, and dual state-trimness and observability.
  • Keywords
    encoding; graph theory; controllability; cycle-free codes; cyclic realization; dual state-trimness; elementary group theory; general graphs; group codes; group duality theory; normal realization duality; observability; systems theoretic properties; Controllability; Convolutional codes; Kernel; Linear codes; Observability; Parity check codes; Vectors; Group codes; graphical models; linear codes;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2014.2346210
  • Filename
    6873277