Title :
Upper bounds on trellis complexity of lattices
Author :
Tarokh, Vahid ; Vardy, Alexander
Author_Institution :
AT&T Bell Labs., Murray Hill, NJ, USA
fDate :
29 Jun-4 Jul 1997
Abstract :
Unlike block codes, n-dimensional lattices can have minimal trellis diagrams with an arbitrarily large number of states, branches, and paths. We show by a counter-example 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, we prove that if Λ is a sublattice of Zn then it has a trellis T, such that the maximum number of states in T is upper bounded by the volume of Λ. Furthermore, using a theorem due to Hermite, we show that every integral lattice Λ has a trellis T, such that the total number of paths in T can be bounded from above in terms of the volume of Λ. The resulting bounds are exponential in the dimension n and are seldom tight. Nonetheless, these are the first known general upper bounds on trellis complexity of lattices
Keywords :
computational complexity; lattice theory; trellis codes; integral lattice; lattices; rational lattices; trellis complexity; trellis diagrams; upper bounds; Block codes; Integral equations; Laboratories; Lattices; Maximum likelihood decoding; Upper bound; Viterbi algorithm;
Conference_Titel :
Information Theory. 1997. Proceedings., 1997 IEEE International Symposium on
Conference_Location :
Ulm
Print_ISBN :
0-7803-3956-8
DOI :
10.1109/ISIT.1997.613322