The Basic Theorems of Information Theory

Brockway McMillan

doi:10.1214/aoms/1177729028

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Home > Journals > Ann. Math. Statist. > Volume 24 > Issue 2 > Article

June, 1953 The Basic Theorems of Information Theory

Brockway McMillan

Ann. Math. Statist. 24(2): 196-219 (June, 1953). DOI: 10.1214/aoms/1177729028

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Abstract

This paper describes briefly the current mathematical models upon which communication theory is based, and presents in some detail an exposition and partial critique of C. E. Shannon's treatment of one such model. It then presents a general limit theorem in the theory of discrete stochastic processes, suggested by a result of Shannon's.

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Brockway McMillan. "The Basic Theorems of Information Theory." Ann. Math. Statist. 24 (2) 196 - 219, June, 1953. https://doi.org/10.1214/aoms/1177729028