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A View of Information-Estimation Relations in Gaussian Networks.
- Source :
-
Entropy . Aug2017, Vol. 19 Issue 8, p409. 51p. - Publication Year :
- 2017
-
Abstract
- 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. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10994300
- Volume :
- 19
- Issue :
- 8
- Database :
- Academic Search Index
- Journal :
- Entropy
- Publication Type :
- Academic Journal
- Accession number :
- 124814024
- Full Text :
- https://doi.org/10.3390/e19080409