Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms

We propose generalized partially information coupled (PIC) polar codes and their construction method. In the proposed codes, each code block (CB) shares systematic information bits partially with J adjacent CBs on each side, where J is referred to as the coupling depth. The conventional PIC polar co...

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Main Authors: Hyoungbae Ahn, Sang-Hyo Kim, Jong-Seon No
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9352770/
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spelling doaj-d38ff97dbd9f471cb0ade6c18e19427c2021-03-30T15:06:01ZengIEEEIEEE Access2169-35362021-01-019292532926910.1109/ACCESS.2021.30586619352770Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding AlgorithmsHyoungbae Ahn0Sang-Hyo Kim1https://orcid.org/0000-0002-0660-5516Jong-Seon No2https://orcid.org/0000-0002-3946-0958Department of Electrical and Computer Engineering, INMC, Seoul National University, Seoul, South KoreaDepartment of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South KoreaDepartment of Electrical and Computer Engineering, INMC, Seoul National University, Seoul, South KoreaWe propose generalized partially information coupled (PIC) polar codes and their construction method. In the proposed codes, each code block (CB) shares systematic information bits partially with J adjacent CBs on each side, where J is referred to as the coupling depth. The conventional PIC polar code is a special case of the generalized PIC polar codes for J = 1. We modify the polar CB decoding and propose various inter-CB decoding schemes which apply to the code of arbitrary coupling depth J. We also propose a low complexity evaluation method for the error rate of the generalized PIC polar codes, without channel generation and decoding operation. Numerical results show that this approximate evaluation is very accurate. It is verified by simulation that more coding gain can be attained for J ≥ 2. Finally, we compare the decoding complexities of the conventional inter-CB decoding algorithms and the proposed algorithms with which a lower decoding complexity is achieved without performance degradation.https://ieeexplore.ieee.org/document/9352770/Partially information coupled codespolar codesspatial couplingsuccessive cancellation list decoding
collection DOAJ
language English
format Article
sources DOAJ
author Hyoungbae Ahn
Sang-Hyo Kim
Jong-Seon No
spellingShingle Hyoungbae Ahn
Sang-Hyo Kim
Jong-Seon No
Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
IEEE Access
Partially information coupled codes
polar codes
spatial coupling
successive cancellation list decoding
author_facet Hyoungbae Ahn
Sang-Hyo Kim
Jong-Seon No
author_sort Hyoungbae Ahn
title Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
title_short Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
title_full Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
title_fullStr Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
title_full_unstemmed Generalized Partially Information Coupled Polar Codes With Arbitrary Coupling Depth and Their Decoding Algorithms
title_sort generalized partially information coupled polar codes with arbitrary coupling depth and their decoding algorithms
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description We propose generalized partially information coupled (PIC) polar codes and their construction method. In the proposed codes, each code block (CB) shares systematic information bits partially with J adjacent CBs on each side, where J is referred to as the coupling depth. The conventional PIC polar code is a special case of the generalized PIC polar codes for J = 1. We modify the polar CB decoding and propose various inter-CB decoding schemes which apply to the code of arbitrary coupling depth J. We also propose a low complexity evaluation method for the error rate of the generalized PIC polar codes, without channel generation and decoding operation. Numerical results show that this approximate evaluation is very accurate. It is verified by simulation that more coding gain can be attained for J ≥ 2. Finally, we compare the decoding complexities of the conventional inter-CB decoding algorithms and the proposed algorithms with which a lower decoding complexity is achieved without performance degradation.
topic Partially information coupled codes
polar codes
spatial coupling
successive cancellation list decoding
url https://ieeexplore.ieee.org/document/9352770/
work_keys_str_mv AT hyoungbaeahn generalizedpartiallyinformationcoupledpolarcodeswitharbitrarycouplingdepthandtheirdecodingalgorithms
AT sanghyokim generalizedpartiallyinformationcoupledpolarcodeswitharbitrarycouplingdepthandtheirdecodingalgorithms
AT jongseonno generalizedpartiallyinformationcoupledpolarcodeswitharbitrarycouplingdepthandtheirdecodingalgorithms
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