Csiszár's cutoff rates for arbitrary discrete sources

نویسندگان

  • Po-Ning Chen
  • Fady Alajaji
چکیده

Csiszár’s forward -cutoff rate (given a fixed 0) for a discrete source is defined as the smallest number such that for every , there exists a sequence of fixed-length codes of rate with probability of error asymptotically vanishing as . For a discrete memoryless source (DMS), the forward -cutoff rate is shown by Csiszár [6] to be equal to the source Rényi entropy. An analogous concept of reverse -cutoff rate regarding the probability of correct decoding is also characterized by Csiszár in terms of the Rényi entropy. In this work, Csiszár’s results are generalized by investigating the -cutoff rates for the class of arbitrary discrete sources with memory. It is demonstrated that the limsup and liminf Rényi entropy rates provide the formulas for the forward and reverse -cutoff rates, respectively. Consequently, new fixed-length source coding operational characterizations for the Rényi entropy rates are established.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Iterative Algorithm for Computing the Optimal Exponent of Correct Decoding Probability for Rates below the Rate Distortion Function

The form of Dueck and Körner’s exponent function for correct decoding probability for discrete memoryless channels at rates above the capacity is similar to the form of Csiszár and Körner’s exponent function for correct decoding probability in lossy source coding for discrete memoryless sources at rates below the rate distortion function. We recently gave a new algorithm for computing Dueck and...

متن کامل

Implementation of an Illuminant Detection Algorithm

This paper discusses the implementation of the light source detection technique proposed by Zhang and Yang. The approach attempts to recover multiple light sources from an image of a sphere by locating cutoff curves. Three other approaches have extended this technique and generalize it to allow the analysis of arbitrary known geometries. The implementation is performed in MATLAB and is tested u...

متن کامل

Statistical Multiplexing with Arbitrary On/O Sources

We develop a methodology for characterizing the superposi-tion process of N 2 discrete-time arbitrary on/oo sources. The superposition is a discrete-time semi-Markov process with O(2 2N) states. We use the superposition model to analyze a nite-buuer statistical multiplexer with multiple arbitrary on/oo input sources. We study the eeect of various traac parameters on the queueing performance.

متن کامل

Free Vibrations of Continuous Grading Fiber Orientation Beams on Variable Elastic Foundations

Free vibration characteristics of continuous grading fiber orientation (CGFO) beams resting on variable Winkler and two-parameter elastic foundations have been studied. The beam is under different boundary conditions and assumed to have arbitrary variations of fiber orientation in the thickness direction. The governing differential equations for beam vibration are being solved using Generalized...

متن کامل

A Rate-Distortion Theorem for Arbitrary Discrete Sources

A rate-distortion theorem for arbitrary (not necessarily stationary or ergodic) discrete-time finite-alphabet sources is given. This result, which provides the expression of the minimum -achievable fixedlength coding rate subject to a fidelity criterion, extends a recent data compression theorem by Steinberg and Verdú.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • IEEE Trans. Information Theory

دوره 47  شماره 

صفحات  -

تاریخ انتشار 2001