Ordered Reliability Direct Error Pattern Testing Decoding Algorithm

We introduce a novel soft-decision decoding algorithm for binary block codes named ordered reliability direct error pattern testing (ORDEPT). The proposed technique tests a list of partial error patterns (PEP)s that are arranged according to their logistic weight and completed on-the-fly based on the instantaneous received sequence and the code’s parity-check matrix. Our results, obtained for a variety of popular short high-rate codes, demonstrate that ORDEPT outperforms state-of-the-art decoding algorithms such as ordered reliability bits guessing random additive noise decoding (ORBGRAND) in terms of decoding complexity, and is hardware-favorable in terms of latency and energy consumption. The improvements carry on to the iterative decoding of product codes and convolutional product-like codes, where ORDEPT demonstrates the ability to efficiently find multiple candidate codewords and outperform state-of-the art competitors.

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Publication Details

Journal
IEEE Transactions on Communications
Published
2025-05-26
DOI
https://doi.org/10.1109/tcomm.2025.3573444
Citations
5
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
6.07
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article

Ordered Reliability Direct Error Pattern Testing Decoding Algorithm

Dmitri Truhachev, Xiaoting Huang, Yang Ge, Hamid Ebrahimzad et al.
5 citations
IEEE Transactions on Communications
Fault Detection and Control Systems
6.07
article

Ordered Reliability Direct Error Pattern Testing Decoding Algorithm

Dmitri Truhachev, Xiaoting Huang, Yang Ge, Hamid Ebrahimzad, Abolfazl Zokaei, Kamal El‐Sankary, Reza Hadavian, Hossein Najafi
article en
5 citations

Abstract

We introduce a novel soft-decision decoding algorithm for binary block codes named ordered reliability direct error pattern testing (ORDEPT). The proposed technique tests a list of partial error patterns (PEP)s that are arranged according to their logistic weight and completed on-the-fly based on the instantaneous received sequence and the code’s parity-check matrix. Our results, obtained for a variety of popular short high-rate codes, demonstrate that ORDEPT outperforms state-of-the-art decoding algorithms such as ordered reliability bits guessing random additive noise decoding (ORBGRAND) in terms of decoding complexity, and is hardware-favorable in terms of latency and energy consumption. The improvements carry on to the iterative decoding of product codes and convolutional product-like codes, where ORDEPT demonstrates the ability to efficiently find multiple candidate codewords and outperform state-of-the art competitors.

IEEE Transactions on CommunicationsVol. 73(11)
Dalhousie University (CA), Huawei Technologies (Canada) (CA)
Openalex Percentile: Top 4%
Fault Detection and Control Systems
6.07
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Ordered Reliability Direct Error Pattern Testing Decoding Algorithm — Dmitri Truhachev, Xiaoting Huang, et al. · IEEE Transactions on Communications (2025) | TGRS Research Map | TGRS