On State-Dependent Degraded Broadcast Channels with Cooperation

Lior Dikstein, Haim H. Permuter, Yossef Steinberg

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

In this paper, we investigate problems of communication over physically degraded, state-dependent broadcast channels (BCs) with cooperating decoders. Two different setups are considered, and their capacity regions are characterized. First, we study a setting in which one decoder can use a finite capacity link to send the other decoder information regarding the messages or the channel states. In this scenario, we analyze two cases: one, where noncausal state information, is available to the encoder and the strong decoder, and the other, where state information, is available only to the encoder in a causal manner. Second, we examine a setting in which the cooperation between the decoders is limited to taking place before the outputs of the channel are given. In this case, one decoder, which is informed of the state sequence noncausally, can cooperate only to send the other decoder rate-limited information about the state sequence. The proofs of the capacity regions introduce a new idea of coding for channels with cooperation between different users, where we exploit the link between the decoders for multiple binnings. Finally, we discuss the optimality of using rate-splitting techniques when coding for cooperative BCs. In particular, we show that rate splitting is not necessarily optimal when coding for cooperative BCs by solving an example in which our method of coding outperforms rate splitting.

Original languageEnglish
Article number7416190
Pages (from-to)2308-2323
Number of pages16
JournalIEEE Transactions on Information Theory
Volume62
Issue number5
DOIs
StatePublished - 1 May 2016

Keywords

  • Binning
  • broadcast channels
  • causal coding
  • channel capacity
  • cooperative broadcast
  • degraded broadcast channel
  • noncausal coding
  • partial side information
  • side information
  • state-dependent channels

ASJC Scopus subject areas

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

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