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Hiroshi Fujisaki - One of the best experts on this subject based on the ideXlab platform.

  • countably infinite multilevel source polarization for non stationary erasure distributions
    International Symposium on Information Theory, 2019
    Co-Authors: Yuta Sakai, Ken-ichi Iwata, Hiroshi Fujisaki
    Abstract:

    Polar transforms are central operations in the study of polar codes. This paper examines polar transforms for non-stationary memoryless sources on possibly infinite source Alphabets. This is the first attempt of source polarization analysis over infinite Alphabets. The source alphabet is defined to be a Polish group, and we handle the Arikan-style two-by-two polar transform based on the group. Defining erasure distributions based on the normal subgroup structure, we give recursive formulas of the polar transform for erasure distributions. We then show concrete examples of multilevel source polarization with countably infinite levels when the group is locally cyclic. We derive this result via elementary techniques in lattice theory.

  • Countably Infinite Multilevel Source Polarization for Non-Stationary Erasure Distributions.
    arXiv: Information Theory, 2019
    Co-Authors: Yuta Sakai, Ken-ichi Iwata, Hiroshi Fujisaki
    Abstract:

    Polar transforms are central operations in the study of polar codes. This paper examines polar transforms for non-stationary memoryless sources on possibly infinite source Alphabets. This is the first attempt of source polarization analysis over infinite Alphabets. The source alphabet is defined to be a Polish group, and we handle the Ar{\i}kan-style two-by-two polar transform based on the group. Defining erasure distributions based on the normal subgroup structure, we give recursive formulas of the polar transform for our proposed erasure distributions. As a result, the recursive formulas lead to concrete examples of multilevel source polarization with countably infinite levels when the group is locally cyclic. We derive this result via elementary techniques in lattice theory.

Gad M Landau - One of the best experts on this subject based on the ideXlab platform.

Ido Tal - One of the best experts on this subject based on the ideXlab platform.

  • On the Construction of Polar Codes for Channels With Moderate Input Alphabet Sizes
    IEEE Transactions on Information Theory, 2017
    Co-Authors: Ido Tal
    Abstract:

    Current deterministic algorithms for the construction of polar codes can only be argued to be practical for channels with small input alphabet sizes. In this paper, we show that any construction algorithm for channels with moderate input alphabet size, which follows the paradigm of “degrading after each polarization step,” will inherently be impractical with respect to a certain “hard” underlying channel. This result also sheds light on why the construction of low-density parity-check codes using density evolution is impractical for channels with moderate-sized input Alphabets.

  • On the Construction of Polar Codes for Channels with Moderate Input Alphabet Sizes
    arXiv: Information Theory, 2015
    Co-Authors: Ido Tal
    Abstract:

    Current deterministic algorithms for the construction of polar codes can only be argued to be practical for channels with small input alphabet sizes. In this paper, we show that any construction algorithm for channels with moderate input alphabet size which follows the paradigm of "degrading after each polarization step" will inherently be impractical with respect to a certain "hard" underlying channel. This result also sheds light on why the construction of LDPC codes using density evolution is impractical for channels with moderate sized input Alphabets.

  • on the construction of polar codes for channels with moderate input alphabet sizes
    International Symposium on Information Theory, 2015
    Co-Authors: Ido Tal
    Abstract:

    Current deterministic algorithms for the construction of polar codes cannot be argued to be practical for channels with input Alphabets of moderate size. In this paper, we show that any construction algorithm which follows the paradigm of “degrading after each polarization step” will inherently be impractical with respect to a certain “hard” underlying channel having an input alphabet of moderate size. This result also sheds light on why the construction of LDPC codes using density evolution is impractical for channels with moderate sized input Alphabets.

Yuta Sakai - One of the best experts on this subject based on the ideXlab platform.

  • countably infinite multilevel source polarization for non stationary erasure distributions
    International Symposium on Information Theory, 2019
    Co-Authors: Yuta Sakai, Ken-ichi Iwata, Hiroshi Fujisaki
    Abstract:

    Polar transforms are central operations in the study of polar codes. This paper examines polar transforms for non-stationary memoryless sources on possibly infinite source Alphabets. This is the first attempt of source polarization analysis over infinite Alphabets. The source alphabet is defined to be a Polish group, and we handle the Arikan-style two-by-two polar transform based on the group. Defining erasure distributions based on the normal subgroup structure, we give recursive formulas of the polar transform for erasure distributions. We then show concrete examples of multilevel source polarization with countably infinite levels when the group is locally cyclic. We derive this result via elementary techniques in lattice theory.

  • Countably Infinite Multilevel Source Polarization for Non-Stationary Erasure Distributions.
    arXiv: Information Theory, 2019
    Co-Authors: Yuta Sakai, Ken-ichi Iwata, Hiroshi Fujisaki
    Abstract:

    Polar transforms are central operations in the study of polar codes. This paper examines polar transforms for non-stationary memoryless sources on possibly infinite source Alphabets. This is the first attempt of source polarization analysis over infinite Alphabets. The source alphabet is defined to be a Polish group, and we handle the Ar{\i}kan-style two-by-two polar transform based on the group. Defining erasure distributions based on the normal subgroup structure, we give recursive formulas of the polar transform for our proposed erasure distributions. As a result, the recursive formulas lead to concrete examples of multilevel source polarization with countably infinite levels when the group is locally cyclic. We derive this result via elementary techniques in lattice theory.

Shiri Dori - One of the best experts on this subject based on the ideXlab platform.