Feedback capacity and coding for the RLL Input-Constrained BEC

Ori Peled, Oron Sabag, Haim H. Permuter

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

The input-constrained binary erasure channel (BEC) with strictly causal feedback is studied. The channel input sequence must satisfy the (0,k) -runlength limited (RLL) constraint, i.e., no more than k consecutive '0's are allowed. The feedback capacity of this channel is derived for all k\geq 1 , and is given by C^{\mathrm {fb}}-{(0,k)}(\varepsilon ) = \max \frac {\overline {\varepsilon }H-{2}(\delta -{0})+\sum -{i=1}^{k-1}\left ({\overline {\varepsilon }^{i+1}H-{2}(\delta -{i})\prod -{m=0}^{i-1}\delta -{m}}\right )}{1+\sum -{i=0}^{k-1}\left ({\overline {\varepsilon }^{i+1} \prod -{m=0}^{i}\delta -{m}}\right )} , where \varepsilon is the erasure probability, \overline {\varepsilon }=1-\varepsilon and H-{2}(\cdot ) is the binary entropy function. The maximization is only over \delta -{k-1} , while the parameters \delta -{i} for i\leq k-2 are straightforward functions of \delta -{k-1}. The lower bound is obtained by constructing a simple coding for all k\geq 1. It is shown that the feedback capacity can be achieved using zero-error, variable length coding. For the converse, an upper bound on the non-causal setting, where the erasure is available to the encoder just prior to the transmission, is derived. This upper bound coincides with the lower bound and concludes the search for both the feedback capacity and the non-causal capacity. As a result, non-causal knowledge of the erasures at the encoder does not increase the feedback capacity for the (0,k) -RLL input-constrained BEC. This property does not hold in general: the (2,\infty ) -RLL input-constrained BEC, where every '1' is followed by at least two '0's, is used to show that the feedback capacity can be strictly smaller than the non-causal capacity.

Original languageEnglish
Article number8660646
Pages (from-to)4097-4114
Number of pages18
JournalIEEE Transactions on Information Theory
Volume65
Issue number7
DOIs
StatePublished - 1 Jul 2019

Keywords

  • Constrained coding
  • feedback capacity
  • finite-state machine
  • markov decision process
  • posterior matching
  • runlength limited (RLL) constraints

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