Source controlled modulation scheme for sources with memory

  • Pedro M. Crespo*
  • , Estíbaliz Loyo
  • , Javier Del Ser
  • , Craig J. Mitchell
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

Abstract

Given an AWGN channel, we look at the problem of designing a source controlled binary antipodal signaling system for transmitting blocks of binary symbols generated either by a Markov Chain source (MC) or by a Hidden Markov Model source (HMM). The goal is to minimize the average SNR required for any given block error rate. The particular case where the binary source is memoryless with nonuniform symbol probabilities has been studied in [1] by optimally allocating the signal energies. In this paper we extend the previous work to include the important case of sources with memory. The proposed system integrates the block sorting Burrows Wheeler Transform (BWT) with an optimal energy allocation scheme based on the first order probabilities of the transformed symbols. This method is compared with standard communication techniques for the transmission of sources with memory.

Original languageEnglish
Title of host publication2007 IEEE International Conference on Communications, ICC'07
Pages2619-2624
Number of pages6
DOIs
Publication statusPublished - 2007
Externally publishedYes
Event2007 IEEE International Conference on Communications, ICC'07 - Glasgow, Scotland, United Kingdom
Duration: 24 Jun 200728 Jun 2007

Publication series

NameIEEE International Conference on Communications
ISSN (Print)0536-1486

Conference

Conference2007 IEEE International Conference on Communications, ICC'07
Country/TerritoryUnited Kingdom
CityGlasgow, Scotland
Period24/06/0728/06/07

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