A view of information-estimation relations in Gaussian networks

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

نتاج البحث: نشر في مجلةمقالة مرجعيةمراجعة النظراء

ملخص

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.

اللغة الأصليةالإنجليزيّة
رقم المقال409
دوريةEntropy
مستوى الصوت19
رقم الإصدار8
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - 1 أغسطس 2017

All Science Journal Classification (ASJC) codes

  • !!Information Systems
  • !!Mathematical Physics
  • !!Physics and Astronomy (miscellaneous)
  • !!Electrical and Electronic Engineering

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