LDPC Codes on Balanced Incomplete Block Designs: Construction, Girth, and Cycle Structure Analysis

In this paper, we investigate the cycle structure inherent in the Tanner graphs of low-density parity-check (LDPC) codes constructed from balanced incomplete block designs (BIBDs). We begin by delineating the incidence structure of BIBDs and propose a methodology for constructing LDPC codes based on these designs. By analyzing the incidence relations between points and blocks within a BIBD, we prove that the resulting LDPC codes possess a girth of 6. Subsequently, we provide a detailed analysis of the cycle structure of the constructed LDPC codes and introduce a systematic approach for enumerating their short cycles. Using this method, we determine the exact numbers of cycles of lengths 6 and 8. Simulation results demonstrate that the constructed LDPC codes exhibit excellent performance.

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Publication Details

Journal
Entropy
Published
2025-04-27
DOI
https://doi.org/10.3390/e27050476
Primary Topic
Error Correcting Code Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

LDPC Codes on Balanced Incomplete Block Designs: Construction, Girth, and Cycle Structure Analysis

Mengmeng Xu, Hengzhou Xu, Xiaodong Zhang, Zhu Hai et al.
Entropy
Error Correcting Code Techniques
article

LDPC Codes on Balanced Incomplete Block Designs: Construction, Girth, and Cycle Structure Analysis

Mengmeng Xu, Hengzhou Xu, Xiaodong Zhang, Zhu Hai, Haipeng Yu
article en

Abstract

In this paper, we investigate the cycle structure inherent in the Tanner graphs of low-density parity-check (LDPC) codes constructed from balanced incomplete block designs (BIBDs). We begin by delineating the incidence structure of BIBDs and propose a methodology for constructing LDPC codes based on these designs. By analyzing the incidence relations between points and blocks within a BIBD, we prove that the resulting LDPC codes possess a girth of 6. Subsequently, we provide a detailed analysis of the cycle structure of the constructed LDPC codes and introduce a systematic approach for enumerating their short cycles. Using this method, we determine the exact numbers of cycles of lengths 6 and 8. Simulation results demonstrate that the constructed LDPC codes exhibit excellent performance.

EntropyVol. 27(5)
Shanghai Jiao Tong University (CN), Henan University of Engineering (CN)
National Natural Science Foundation of China
Sustainable cities and communities
Openalex Percentile: Top 91%
Error Correcting Code Techniques
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LDPC Codes on Balanced Incomplete Block Designs: Construction, Girth, and Cycle Structure Analysis — Mengmeng Xu, Hengzhou Xu, et al. · Entropy (2025) | TGRS Research Map | TGRS