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RSS FeedsEntropy, Vol. 19, Pages 409: A View of Information-Estimation Relations in Gaussian Networks (Entropy)

 
 

9 august 2017 16:31:28

 
Entropy, Vol. 19, Pages 409: A View of Information-Estimation Relations in Gaussian Networks (Entropy)
 


Relations between estimation and information measures have received considerable attention from the information theory community. One of the most notable such relationships is the I-MMSE identity of Guo, Shamai and Verdú that connects the mutual information and the minimum mean square error (MMSE). This paper reviews several applications of the I-MMSE relationship to information theoretic problems arising in connection with multi-user channel coding. The goal of this paper is to review the different techniques used on such problems, as well as to emphasize the added-value obtained from the information-estimation point of view.


 
142 viewsCategory: Informatics, Physics
 
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