Computing the channel capacity and rate-distortion function with two-sided state information

S. Cheng, Vladimir M. Stankovic, Z. Xiong

Research output: Contribution to journalArticle

10 Citations (Scopus)

Abstract

In this correspondence, we present iterative algorithms that numerically compute the capacity-power and rate-distortion functions for coding with two-sided state information. Numerical examples are provided to demonstrate efficiency of our algorithms.
LanguageEnglish
Pages4418-4425
Number of pages8
JournalIEEE Transactions on Information Theory
Volume51
Issue number12
DOIs
Publication statusPublished - Dec 2005

Fingerprint

Channel capacity
coding
efficiency

Keywords

  • blahut–arimoto algorithm
  • channel capacity
  • Wyner–Ziv problem
  • Gel’fand–Pinsker problem
  • rate-distortion function

Cite this

@article{52ae25c16d244f19a262514b64459bf9,
title = "Computing the channel capacity and rate-distortion function with two-sided state information",
abstract = "In this correspondence, we present iterative algorithms that numerically compute the capacity-power and rate-distortion functions for coding with two-sided state information. Numerical examples are provided to demonstrate efficiency of our algorithms.",
keywords = "blahut–arimoto algorithm, channel capacity, Wyner–Ziv problem, Gel’fand–Pinsker problem, rate-distortion function",
author = "S. Cheng and Stankovic, {Vladimir M.} and Z. Xiong",
year = "2005",
month = "12",
doi = "10.1109/TIT.2005.859248",
language = "English",
volume = "51",
pages = "4418--4425",
journal = "IEEE Transactions on Information Theory",
issn = "0018-9448",
number = "12",

}

Computing the channel capacity and rate-distortion function with two-sided state information. / Cheng, S.; Stankovic, Vladimir M.; Xiong, Z.

In: IEEE Transactions on Information Theory, Vol. 51, No. 12, 12.2005, p. 4418-4425.

Research output: Contribution to journalArticle

TY - JOUR

T1 - Computing the channel capacity and rate-distortion function with two-sided state information

AU - Cheng, S.

AU - Stankovic, Vladimir M.

AU - Xiong, Z.

PY - 2005/12

Y1 - 2005/12

N2 - In this correspondence, we present iterative algorithms that numerically compute the capacity-power and rate-distortion functions for coding with two-sided state information. Numerical examples are provided to demonstrate efficiency of our algorithms.

AB - In this correspondence, we present iterative algorithms that numerically compute the capacity-power and rate-distortion functions for coding with two-sided state information. Numerical examples are provided to demonstrate efficiency of our algorithms.

KW - blahut–arimoto algorithm

KW - channel capacity

KW - Wyner–Ziv problem

KW - Gel’fand–Pinsker problem

KW - rate-distortion function

U2 - 10.1109/TIT.2005.859248

DO - 10.1109/TIT.2005.859248

M3 - Article

VL - 51

SP - 4418

EP - 4425

JO - IEEE Transactions on Information Theory

T2 - IEEE Transactions on Information Theory

JF - IEEE Transactions on Information Theory

SN - 0018-9448

IS - 12

ER -