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Generalized sphere-packing and sphere-covering bounds on the size of codes for combinatorial channels

Daniel Cullina,N. Kiyavash

Published 2014 in arXiv.org

ABSTRACT

Many of the classic problems of coding theory are highly symmetric, which makes it easy to derive sphere-packing upper bounds and sphere-covering lower bounds on the size of codes. We discuss the generalizations of sphere-packing and sphere-covering bounds to arbitrary error models. These generalizations become especially important when the sizes of the error spheres are nonuniform. The best possible sphere-packing and sphere-covering bounds are solutions to linear programs. We derive a series of bounds from approximations to packing and covering problems and study the relationships and trade-offs between them. We compare sphere-covering lower bounds with other graph theoretic lower bounds such as Tur\'{a}n's theorem. We show how to obtain upper bounds by optimizing across a family of channels that admit the same codes. We present a generalization of the local degree bound of Kulkarni and Kiyavash and use it to improve the best known upper bounds on the sizes of single deletion correcting codes and single grain error correcting codes.

PUBLICATION RECORD

  • Publication year

    2014

  • Venue

    arXiv.org

  • Publication date

    2014-05-06

  • Fields of study

    Mathematics, Computer Science

  • Identifiers
    arXiv 1405.1464
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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