Skip to main content
Log in

Some remarks concerning the individual ergodic theorem of information theory

  • Published:
Mathematical notes of the Academy of Sciences of the USSR Aims and scope Submit manuscript

Abstract

Let (X,μ, T) be an ergodic dynamic system and let ξ = (C1, C2, ...) be a discrete decomposition of X. Conditions are considered for the existence almost everywhere of

$$\mathop {\lim }\limits_{n \to \infty } \frac{1}{n}\left| {\log \mu (C_{\xi ^n } (x))} \right|,$$

whereC ξn(x) is the element of the decomposition ξn = ξ V T ξ V ... < Tn-1ξ containing x. It is proved that the condition H(ξ) < ∞ is close to being necessary. If T is a Markov automorphism and ξ is the decomposition into states, then the limit exists, even if H(ξ) = ∞, and is equal to the entropy of the chain.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Literature cited

  1. V. A. Rokhlin, “Lectures on entropy theory of transformations with invariant measure,” Uspekhi Matem. Nauk,22, No. 5, 4–54 (1967).

    Google Scholar 

  2. L. Breiman, “The individual ergodic theorem of information theory,” Ann. of Math. Stat., 28, Nos.3–4, 809–811(1957);31, No. 2, 808–811 (1960).

    Google Scholar 

  3. K. L. Chung, “A note on the ergodic theorem of information theory,” Ann. of Math. Stat.,32, 612–614 (1961).

    Google Scholar 

  4. A. Ionescu-Tulcea, “Contributions to information theory for abstract alphabets,” Arkiv for Mathematic,4, No. 18, 235–247 (1961).

    Google Scholar 

  5. P. Billingsley, Ergodic Theory and Information [Russian translation], Moscow (1969).

Download references

Author information

Authors and Affiliations

Authors

Additional information

Translated from Matematicheskie Zametki, Vol. 9, No. 1, pp. 93–103, January, 1971.

I wish to express my gratitude to B. M. Gurevich, D. V. Anosov, and Ya. G. Sinai for their useful comments and for their interest in this work.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pitskel', B.S. Some remarks concerning the individual ergodic theorem of information theory. Mathematical Notes of the Academy of Sciences of the USSR 9, 54–60 (1971). https://doi.org/10.1007/BF01405054

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01405054

Keywords

Navigation