• 제목/요약/키워드: quasi-cyclic low-density parity-check codes

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유클리드 기하학 기반의 넓은 둘레를 가지는 준순환 저밀도 패리티검사 코드 (Quasi-Cyclic Low-Density Parity-Check Codes with Large Girth Based on Euclidean Geometries)

  • 이미성;지앙쉐에친;이문호
    • 대한전자공학회논문지TC
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    • 제47권11호
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    • pp.36-42
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    • 2010
  • 이 논문은 유클리드 기하학과 Circulant Permutation Matrices에서 병렬 구성을 기반으로 하는 Quasi-cyclic Low-density parity-check (QC-LDPC) 코드의 생성을 위한 하이브리드한 접근방식을 나타낸다. 이 방법으로 생성된 코드는 넓은 둘레(Large Girth)와 저밀도(Low Density)를 가진 규칙적인 코드로 나타내어진다. 시뮬레이션 결과는 이 코드들이 반복 복호(Iterative Decoding)를 통해 좋은 성능을 갖는것과 부호화되지 않은 시스템에서 좋은 코딩 이득을 달성하는 것을 보인다.

Construction of Multiple-Rate Quasi-Cyclic LDPC Codes via the Hyperplane Decomposing

  • Jiang, Xueqin;Yan, Yier;Lee, Moon-Ho
    • Journal of Communications and Networks
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    • 제13권3호
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    • pp.205-210
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    • 2011
  • This paper presents an approach to the construction of multiple-rate quasi-cyclic low-density parity-check (LDPC) codes. Parity-check matrices of the proposed codes consist of $q{\times}q$ square submatrices. The block rows and block columns of the parity-check matrix correspond to the hyperplanes (${\mu}$-fiats) and points in Euclidean geometries, respectively. By decomposing the ${\mu}$-fiats, we obtain LDPC codes of different code rates and a constant code length. The code performance is investigated in term of the bit error rate and compared with those of LDPC codes given in IEEE standards. Simulation results show that our codes perform very well and have low error floors over the additive white Gaussian noise channel.

Design of Quasi-Cyclic Low-Density Parity Check Codes with Large Girth

  • Jing, Long-Jiang;Lin, Jing-Li;Zhu, Wei-Le
    • ETRI Journal
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    • 제29권3호
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    • pp.381-389
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    • 2007
  • In this paper we propose a graph-theoretic method based on linear congruence for constructing low-density parity check (LDPC) codes. In this method, we design a connection graph with three kinds of special paths to ensure that the Tanner graph of the parity check matrix mapped from the connection graph is without short cycles. The new construction method results in a class of (3, ${\rho}$)-regular quasi-cyclic LDPC codes with a girth of 12. Based on the structure of the parity check matrix, the lower bound on the minimum distance of the codes is found. The simulation studies of several proposed LDPC codes demonstrate powerful bit-error-rate performance with iterative decoding in additive white Gaussian noise channels.

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Novel construction of quasi-cyclic low-density parity-check codes with variable code rates for cloud data storage systems

  • Vairaperumal Bhuvaneshwari;Chandrapragasam Tharini
    • ETRI Journal
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    • 제45권3호
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    • pp.404-417
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    • 2023
  • This paper proposed a novel method for constructing quasi-cyclic low-density parity-check (QC-LDPC) codes of medium to high code rates that can be applied in cloud data storage systems, requiring better error correction capabilities. The novelty of this method lies in the construction of sparse base matrices, using a girth greater than 4 that can then be expanded with a lift factor to produce high code rate QC-LDPC codes. Investigations revealed that the proposed large-sized QC-LDPC codes with high code rates displayed low encoding complexities and provided a low bit error rate (BER) of 10-10 at 3.5 dB Eb/N0 than conventional LDPC codes, which showed a BER of 10-7 at 3 dB Eb/N0. Subsequently, implementation of the proposed QC-LDPC code in a softwaredefined radio, using the NI USRP 2920 hardware platform, was conducted. As a result, a BER of 10-6 at 4.2 dB Eb/N0 was achieved. Then, the performance of the proposed codes based on their encoding-decoding speeds and storage overhead was investigated when applied to a cloud data storage (GCP). Our results revealed that the proposed codes required much less time for encoding and decoding (of data files having a 10 MB size) and produced less storage overhead than the conventional LDPC and Reed-Solomon codes.

Design of Non-Binary Quasi-Cyclic LDPC Codes Based on Multiplicative Groups and Euclidean Geometries

  • Jiang, Xueqin;Lee, Moon-Ho
    • Journal of Communications and Networks
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    • 제12권5호
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    • pp.406-410
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    • 2010
  • This paper presents an approach to the construction of non-binary quasi-cyclic (QC) low-density parity-check (LDPC) codes based on multiplicative groups over one Galois field GF(q) and Euclidean geometries over another Galois field GF($2^S$). Codes of this class are shown to be regular with girth $6{\leq}g{\leq}18$ and have low densities. Finally, simulation results show that the proposed codes perform very wel with the iterative decoding.

완전 차집합군으로부터 설계된 새로운 불규칙 준순환 저밀도 패리티 체크 부호 (New Irregular Quasi-Cyclic LDPC Codes Constructed from Perfect Difference Families)

  • 박호성
    • 한국통신학회논문지
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    • 제41권12호
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    • pp.1745-1747
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    • 2016
  • 본 논문에서 다양한 블록 크기를 가지는 완전 차집합군을 이용하여 불규칙 준순환 패리티 체크 부호를 생성하는 방법을 제안한다. 제안하는 부호는 기존의 설계방법들에 비해 부호율, 부호 길이, 차수 분포 측면에서 다양한 값들을 가질 수 있다는 장점을 보인다. 또한 랜덤한 방법으로 설계하기 힘든 매우 짧은 길이의 부호를 체계적으로 설계할 수 있다. 모의실험을 통해 제안하는 부호의 오류 정정 성능을 검증한다.

Construction of Block-LDPC Codes based on Quadratic Permutation Polynomials

  • Guan, Wu;Liang, Liping
    • Journal of Communications and Networks
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    • 제17권2호
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    • pp.157-161
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    • 2015
  • A new block low-density parity-check (Block-LDPC) code based on quadratic permutation polynomials (QPPs) is proposed. The parity-check matrix of the Block-LDPC code is composed of a group of permutation submatrices that correspond to QPPs. The scheme provides a large range of implementable LDPC codes. Indeed, the most popular quasi-cyclic LDPC (QC-LDPC) codes are just a subset of this scheme. Simulation results indicate that the proposed scheme can offer similar error performance and implementation complexity as the popular QC-LDPC codes.

Optimized Geometric LDPC Codes with Quasi-Cyclic Structure

  • Jiang, Xueqin;Lee, Moon Ho;Gao, Shangce;Wu, Yun
    • Journal of Communications and Networks
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    • 제16권3호
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    • pp.249-257
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    • 2014
  • This paper presents methods to the construction of regular and irregular low-density parity-check (LDPC) codes based on Euclidean geometries over the Galois field. Codes constructed by these methods have quasi-cyclic (QC) structure and large girth. By decomposing hyperplanes in Euclidean geometry, the proposed irregular LDPC codes have flexible column/row weights. Therefore, the degree distributions of proposed irregular LDPC codes can be optimized by technologies like the curve fitting in the extrinsic information transfer (EXIT) charts. Simulation results show that the proposed codes perform very well with an iterative decoding over the AWGN channel.

Nonbinary Multiple Rate QC-LDPC Codes with Fixed Information or Block Bit Length

  • Liu, Lei;Zhou, Wuyang;Zhou, Shengli
    • Journal of Communications and Networks
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    • 제14권4호
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    • pp.429-433
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    • 2012
  • In this paper, we consider nonbinary quasi-cyclic low-density parity-check (QC-LDPC) codes and propose a method to design multiple rate codes with either fixed information bit length or block bit length, tailored to different scenarios in wireless applications. We show that the proposed codes achieve good performance over a broad range of code rates.

Efficient Parallel Block-layered Nonbinary Quasi-cyclic Low-density Parity-check Decoding on a GPU

  • Thi, Huyen Pham;Lee, Hanho
    • IEIE Transactions on Smart Processing and Computing
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    • 제6권3호
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    • pp.210-219
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    • 2017
  • This paper proposes a modified min-max algorithm (MMMA) for nonbinary quasi-cyclic low-density parity-check (NB-QC-LDPC) codes and an efficient parallel block-layered decoder architecture corresponding to the algorithm on a graphics processing unit (GPU) platform. The algorithm removes multiplications over the Galois field (GF) in the merger step to reduce decoding latency without any performance loss. The decoding implementation on a GPU for NB-QC-LDPC codes achieves improvements in both flexibility and scalability. To perform the decoding on the GPU, data and memory structures suitable for parallel computing are designed. The implementation results for NB-QC-LDPC codes over GF(32) and GF(64) demonstrate that the parallel block-layered decoding on a GPU accelerates the decoding process to provide a faster decoding runtime, and obtains a higher coding gain under a low $10^{-10}$ bit error rate and low $10^{-7}$ frame error rate, compared to existing methods.