Zero-delay and causal single-user and multi-user lossy source coding with decoder side information

Yonatan Kaspi, Neri Merhav

Research output: Contribution to journalArticlepeer-review

Abstract

We consider zero-delay, single-user, and multi-user source coding with an average distortion constraint and decoder side information. The zero-delay constraint translates into causal (sequential) encoder and decoder pairs as well as the use of instantaneous codes. For the single-user setting, we show that optimal performance is attained by time sharing at most two scalar encoder-decoder pairs, that use zero-error side information codes. Side information look-ahead is shown to be useless in this setting. Furthermore, we show that even without delay constraints, if either the encoder or decoder are restricted a priori to be scalar, the performance loss cannot be compensated by the other component, which can be scalar as well without further loss. Finally, we show that the multi-terminal source coding problem can be solved in the zero-delay regime and the rate-distortion region is provided.

Original languageEnglish
Article number6898870
Pages (from-to)6931-6942
Number of pages12
JournalIEEE Transactions on Information Theory
Volume60
Issue number11
DOIs
StatePublished - 1 Jan 2014

Keywords

  • Source coding with side information
  • causal source coding
  • multiterminal source coding
  • rate distortion
  • zero delay

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

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