DocumentCode :
1534129
Title :
The 1 -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 :
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