基于跳过机制的低复杂度顺序统计译码算法

Translated title of the contribution: Low-complexity Ordered Statistic Decoding Algorithm Based on Skipping Mechanisms

王千帆, 郭延庚, 宋林琦*, 马啸

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

Objective Ultra-Reliable Low-Latency Communication (URLLC) in 5G and the emerging Hyper-Reliable LowLatency Communication (HRLLC) in 6G impose exceptionally stringent requirements on both reliability and
end-to-end delay. These requirements create opportunities and challenges for short-length channel codes,
particularly in scenarios where Maximum-Likelihood (ML) or near-ML decoding is desirable but computational
complexity and latency are prohibitive. Ordered Statistic Decoding (OSD) is a universal near-ML decoding
technique that can closely approach finite-length performance bounds. However, its re-encoding step suffers
from combinatorial explosion, resulting in impractical complexity in high-throughput and low-latency systems.
The excessive number of Test-Error-Pattern (TEP) re-encodings fundamentally restricts the deployment of
OSD in URLLC and HRLLC contexts. To address this bottleneck, we design multiple efficient skip mechanisms
that substantially reduce re-encoding operations while maintaining negligible performance degradation.
Methods Three complementary skipping mechanisms are developed to prune the OSD re-encoding search:
(1) Soft-information based skipping. Two criteria are introduced—Trivial and Dynamic Approximate Ideal
(DAI), to compare the soft metric of each TEP against the minimum soft weight in the current list. Candidates
Translated title of the contributionLow-complexity Ordered Statistic Decoding Algorithm Based on Skipping Mechanisms
Original languageChinese (Simplified)
Pages (from-to)4275-4284
Number of pages10
Journal电子与信息学报
Volume47
Issue number11
Online published2 Sept 2025
DOIs
Publication statusPublished - Nov 2025

Bibliographical note

Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

Research Keywords

  • 信道译码
  • 顺序统计译码
  • 跳过机制
  • 额外校验
  • Channel decoding
  • Ordered Statistic Decoding (OSD)
  • Skipping mechanism
  • Extra-parity check

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