Performance Analysis of Generalized Product Codes with Irregular Degree Distribution
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arXiv
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| Auteurs principaux: | , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866914785229012992 |
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| author | Miao, Sisi Mandelbaum, Jonathan Rapp, Lukas Jäkel, Holger Schmalen, Laurent |
| author_facet | Miao, Sisi Mandelbaum, Jonathan Rapp, Lukas Jäkel, Holger Schmalen, Laurent |
| contents | This paper investigates the theoretical analysis of intrinsic message passing decoding for generalized product codes (GPCs) with irregular degree distributions, a generalization of product codes that allows every code bit to be protected by a minimum of two and potentially more component codes. We derive a random hypergraph-based asymptotic performance analysis for GPCs, extending previous work that considered the case where every bit is protected by exactly two component codes. The analysis offers a new tool to guide the code design of GPCs by providing insights into the influence of degree distributions on the performance of GPCs. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_16977 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Performance Analysis of Generalized Product Codes with Irregular Degree Distribution Miao, Sisi Mandelbaum, Jonathan Rapp, Lukas Jäkel, Holger Schmalen, Laurent Information Theory This paper investigates the theoretical analysis of intrinsic message passing decoding for generalized product codes (GPCs) with irregular degree distributions, a generalization of product codes that allows every code bit to be protected by a minimum of two and potentially more component codes. We derive a random hypergraph-based asymptotic performance analysis for GPCs, extending previous work that considered the case where every bit is protected by exactly two component codes. The analysis offers a new tool to guide the code design of GPCs by providing insights into the influence of degree distributions on the performance of GPCs. |
| title | Performance Analysis of Generalized Product Codes with Irregular Degree Distribution |
| topic | Information Theory |
| url | https://arxiv.org/abs/2401.16977 |