• DocumentCode
    1355834
  • Title

    Upper bounds on trellis complexity of lattices

  • Author

    Tarokh, Vahid ; Vardy, Alexander

  • Author_Institution
    AT&T Bell Labs., Murray Hill, NJ, USA
  • Volume
    43
  • Issue
    4
  • fYear
    1997
  • fDate
    7/1/1997 12:00:00 AM
  • Firstpage
    1294
  • Lastpage
    1300
  • Abstract
    Unlike block codes, n-dimensional lattices can have minimal trellis diagrams with an arbitrarily large number of states, branches, and paths. In particular, we show by a counterexample that there is no f(n), a function of n, such that all rational lattices of dimension n have a trellis with less than f(n) states. Nevertheless, using a theorem due to Hermite, we prove that every integral lattice Λ of dimension n has a trellis T, such that the total number of paths in T is upper-bounded by P(T)⩽n!(2/√3)n2(n-1/2)V(Λ) n-1 where V(n) is the volume of Λ. Furthermore, the number of states at time i in T is upper-bounded by |Si|⩽(2/√3)i2(n-1)V(Λ)2i2 n/. Although these bounds are seldom tight, these are the first known general upper bounds on trellis complexity of lattices
  • Keywords
    computational complexity; lattice theory; trellis codes; branches; integral lattice; minimal trellis diagrams; n-dimensional lattices; paths; rational lattices; states; trellis complexity; upper bounds; Block codes; Gaussian channels; Laboratories; Lattices; Maximum likelihood decoding; Maximum likelihood estimation; Upper bound; Viterbi algorithm;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.605598
  • Filename
    605598