Title :
Index assignment for multichannel communication under failure
Author :
Berger-Wolf, Tanya Y. ; Reingold, Edward M.
Author_Institution :
Dept. of Comput. Sci., Illinois Univ., Urbana, IL, USA
fDate :
10/1/2002 12:00:00 AM
Abstract :
We consider the problem of constructing multiple description scalar quantizers and describing the achievable rate-distortion tuples in that setting. We model this as a combinatorial optimization problem of number arrangements in a matrix. This approach gives a general technique for deriving lower bounds on the distortion at given channel rates. This technique is constructive, thus allowing an algorithm that gives an upper bound. For the case of two communication channels with equal rates, the bounds coincide, thus giving the precise lowest achievable distortion at fixed rates. The bounds are within a small constant for a higher number of channels. To the best of our knowledge, this is the first result involving systems with more than two communication channels.
Keywords :
combinatorial mathematics; matrix algebra; optimisation; quantisation (signal); rate distortion theory; telecommunication channels; channel rates; combinatorial optimization problem; failure; index assignment; lower bounds; matrix; multichannel communication; rate-distortion tuples; scalar quantizers; upper bound; Bandwidth; Communication channels; Communication systems; Computer science; Conferences; Information theory; Rate-distortion; Robustness; Source coding; Upper bound;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2002.802643