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Torn-Paper Coding

Ilan Shomorony, Alireza Vahid

2021IEEE Transactions on Information Theory22 citationsDOIOpen Access PDF

Abstract

We consider the problem of communicating over a channel that randomly “tears” the message block into small pieces of different sizes and shuffles them. For the binary torn-paper channel with block length <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$n$ </tex-math></inline-formula> and pieces of length <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${\mathrm{ Geometric}}(p_{n})$ </tex-math></inline-formula> , we characterize the capacity as <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$C = e^{-\alpha }$ </tex-math></inline-formula> , where <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\alpha = \lim _{n\to \infty } p_{n} \log n$ </tex-math></inline-formula> . Our results show that the case of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${\mathrm{ Geometric}}(p_{n})$ </tex-math></inline-formula> -length fragments and the case of deterministic length- <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(1/p_{n})$ </tex-math></inline-formula> fragments are qualitatively different and, surprisingly, the capacity of the former is larger. Intuitively, this is due to the fact that, in the random fragments case, large fragments are sometimes observed, which boosts the capacity.

Topics & Concepts

Computer scienceCoding (social sciences)MathematicsStatisticsDNA and Biological ComputingCellular Automata and ApplicationsAlgorithms and Data Compression
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