DocumentCode
1534129
Title
The
-Vertex Transfer Matrix and Accurate Estimation of Channel Capacity
Author
Friedland, Shmuel ; Lundow, Per Håkan ; Markström, Klas
Author_Institution
Dept. of Math., Univ. of Illinois at Chicago, Chicago, IL, USA
Volume
56
Issue
8
fYear
2010
Firstpage
3692
Lastpage
3699
Abstract
The notion of a 1-vertex transfer matrix for multidimensional codes is introduced. It is shown that the capacity of such codes, or the topological entropy, can be expressed as the limit of the logarithm of spectral radii of 1-vertex transfer matrices. Storage and computations using the 1-vertex transfer matrix are much smaller than storage and computations needed for the standard transfer matrix. The method is applied to estimate the first 15 digits of the entropy of the 2-D (0, 1) run length limited channel. A large-scale computation of eigenvalues for the (0, 1) run length limited channel in 2-D and 3-D have been carried out. This was done in order to be able to compare the computational cost of the new method with the standard transfer matrix and have rigorous bounds to compare the estimates with. This in turn leads to improvements on the best previous lower and upper bounds for these channels.
Keywords
channel capacity; channel estimation; codes; eigenvalues and eigenfunctions; entropy; transfer function matrices; 1-vertex transfer matrix; 2D (0,1) run length limited channel; channel capacity estimation; computational cost; eigenvalues; multidimensional codes; spectral radii; storage; topological entropy; Channel capacity; Computational efficiency; Costs; Eigenvalues and eigenfunctions; Entropy; Information theory; Mathematics; Multidimensional systems; Physics; Statistics; Channel capacity; multidimensional codes; optical storage; phrases; transfer matrices;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2010.2050802
Filename
5508617
Link To Document