Joint Group Scheduling Sliding Window Decoding Algorithm Based on Double SC-LDPC Coding System

With the era of the 6G communication, the explorations and breakthrough in information and communication technique are strongly necessary. Joint Source-Channel Coding (JSCC) is a novel technique bringing some unexpected results, especially that the optimization of decoding algorithm can effectively improve the complexity and consumption of the receiver for the future 6G. In this paper, a novel decoding algorithm that a joint grouping scheduling strategy being combined into a sliding window decoding algorithm for a JSCC scheme based on Double-Spatially Coupled Low-Density Parity-Check (DSC-LDPC) codes is proposed. In order to analyze the ultimate decoding performance, a novel joint EXtrinsic Information Transfer (EXIT) algorithm considering different grouping scheduling strategy and different decoding window size is proposed. The decoding complexity, relating to the number of the decoding windows, the average iteration, the average degree, and the code-length, is analyzed. Simulations of performance including water-fall region and error-floor region are in line with the decoding threshold analysis by the EXIT algorithm. Both of them show the superiority of the proposed decoding algorithm when the decoding parameters are set appropriately.

Authors

Publication Details

Journal
Tsinghua Science & Technology
Published
2025-09-01
DOI
https://doi.org/10.26599/tst.2025.9010041
Primary Topic
Telecommunications and Broadcasting Technologies
Type
article
Field-Weighted Citation Impact
0.00

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Joint Group Scheduling Sliding Window Decoding Algorithm Based on Double SC-LDPC Coding System

Yi Fang, Yucheng He, Qiwang Chen, Qiufang Lian et al.
Tsinghua Science & Technology
Telecommunications and Broadcasting Technologies
article

Joint Group Scheduling Sliding Window Decoding Algorithm Based on Double SC-LDPC Coding System

Yi Fang, Yucheng He, Qiwang Chen, Qiufang Lian, Yanzhao Ren
article en

Abstract

With the era of the 6G communication, the explorations and breakthrough in information and communication technique are strongly necessary. Joint Source-Channel Coding (JSCC) is a novel technique bringing some unexpected results, especially that the optimization of decoding algorithm can effectively improve the complexity and consumption of the receiver for the future 6G. In this paper, a novel decoding algorithm that a joint grouping scheduling strategy being combined into a sliding window decoding algorithm for a JSCC scheme based on Double-Spatially Coupled Low-Density Parity-Check (DSC-LDPC) codes is proposed. In order to analyze the ultimate decoding performance, a novel joint EXtrinsic Information Transfer (EXIT) algorithm considering different grouping scheduling strategy and different decoding window size is proposed. The decoding complexity, relating to the number of the decoding windows, the average iteration, the average degree, and the code-length, is analyzed. Simulations of performance including water-fall region and error-floor region are in line with the decoding threshold analysis by the EXIT algorithm. Both of them show the superiority of the proposed decoding algorithm when the decoding parameters are set appropriately.

Tsinghua Science & Technology
National Natural Science Foundation of China, Natural Science Foundation of Fujian Province, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 66%
Telecommunications and Broadcasting Technologies
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Joint Group Scheduling Sliding Window Decoding Algorithm Based on Double SC-LDPC Coding System — Yi Fang, Yucheng He, et al. · Tsinghua Science & Technology (2025) | TGRS Research Map | TGRS