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Rate and Power Allocation Under the Pairwise Distributed Source Coding Constraint

delete2009-12-01
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Aditya Ramamoorthy
DOI:10.1109/TCOMM.2009.12.080519delete
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Abstract

Abstract

En 中文
We consider the problem of rate and power allocation for a sensor network under the pairwise distributed source coding constraint. For noiseless source-terminal channels, we show that the minimum sum rate assignment can be found by finding a minimum weight arborescence in an appropriately defined directed graph. For orthogonal noisy source-terminal channels, the minimum sum power allocation can be found by finding a minimum weight matching forest in a mixed graph. Numerical results are presented for both cases showing that our solutions always outperform previously proposed solutions. The gains are considerable when source correlations are high.
Keywords:
Distributed source coding
Slepian-Wolf theorem
matching forest
directed spanning tree
resource allocation

Journal

IEEE Transactions on Communications cover
IEEE Transactions on Communications
IF:
8.3
Papers:
1.2W
Citations:
3.6W

Organization

I
Iowa State University
Scholars:
2.1W
Papers: 1.8W
Citations: 2.5W
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