A view of information-estimation relations in Gaussian networks

Alex Dytso, Ronit Bustin, H. Vincent Poor, Shlomo Shamai

פרסום מחקרי: פרסום בכתב עתסקירהביקורת עמיתים

תקציר

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.

שפה מקוריתאנגלית
מספר המאמר409
כתב עתEntropy
כרך19
מספר גיליון8
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 1 אוג׳ 2017

ASJC Scopus subject areas

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  • ???subjectarea.asjc.2600.2610???
  • ???subjectarea.asjc.3100.3101???
  • ???subjectarea.asjc.2200.2208???

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