Reinforcement learning for channel coding: Learned bit-flipping decoding
In this paper, we use reinforcement learning to find effective decoding strategies for binary
linear codes. We start by reviewing several iterative decoding algorithms that involve a …
linear codes. We start by reviewing several iterative decoding algorithms that involve a …
Binary message passing decoding of product-like codes
We propose a novel binary message passing decoding algorithm for product-like codes
based on bounded distance decoding (BDD) of the component codes. The algorithm …
based on bounded distance decoding (BDD) of the component codes. The algorithm …
Improved decoding of staircase codes: The soft-aided bit-marking (SABM) algorithm
Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding
(BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which …
(BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which …
The generalized integrated interleaved zipper codes with anchor decoding
Constructions of high-performance hard-decision decodable error correction codes are
important for high-speed communication systems. In this paper, we present the generalized …
important for high-speed communication systems. In this paper, we present the generalized …
A soft-aided staircase decoder using three-level channel reliabilities
The soft-aided bit-marking (SABM) algorithm is based on the idea of marking bits as highly
reliable bits (HRBs), highly unreliable bits (HUBs), and uncertain bits to improve the …
reliable bits (HRBs), highly unreliable bits (HUBs), and uncertain bits to improve the …
[图书][B] Zipper codes: High-rate spatially-coupled codes with algebraic component codes
AY Sukmadji - 2020 - search.proquest.com
Zipper codes, a new framework for describing spatially-coupled product-like codes, are
introduced. This framework encompasses many types of codes such as staircase codes and …
introduced. This framework encompasses many types of codes such as staircase codes and …
A novel soft-aided bit-marking decoder for product codes
We introduce a novel soft-aided hard-decision decoder for product codes adopting bit
marking via updated reliabilities at each decoding iteration. Gains up to 0.8 dB vs. standard …
marking via updated reliabilities at each decoding iteration. Gains up to 0.8 dB vs. standard …
Enhanced anchor decoder for staircase codes with hard reliability scores
In this letter, we propose an enhanced anchor decoding (AD) algorithm for staircase codes
with hard reliability scores (HRSs). We use the following two observations on the decoding …
with hard reliability scores (HRSs). We use the following two observations on the decoding …
Binary message passing decoding of product codes based on generalized minimum distance decoding
We propose a binary message passing decoding algorithm for product codes based on
generalized minimum distance decoding (GMDD) of the component codes, where the last …
generalized minimum distance decoding (GMDD) of the component codes, where the last …
LDPC-staircase codes for soft decision decoding
Staircase codes, a class of product-like codes, have been demonstrated to perform
exceptionally well in optical transmission systems. Although they are predominantly used …
exceptionally well in optical transmission systems. Although they are predominantly used …