JOURNAL ARTICLE

Joint optimization of multi-rate LDPC code ensembles for the AWGN channel based on shortening and puncturing

Abstract

In most communication systems, being able to adapt the error protection strength of the physical layer is essential to ensure the functionality of the system in potentially strongly varying conditions. Traditional forward error correction code design focuses on the optimization of codes with a fixed code rate for a worst-case channel condition. So-called rate-compatible codes, on the other hand, are tailored to support multiple code rates. In this paper we present an optimization strategy for a rate-compatible system based on shortening and puncturing of Low-Density Parity-Check (LDPC) codes. While the technique itself is well known, we propose a novel joint optimization of the resulting multi-rate LDPC code ensemble at all rates. This joint optimization achieves close to capacity decoding thresholds over an arbitrarily wide range of target code rates using only a single encoder and decoder implementation.

Keywords:
Puncturing Low-density parity-check code Computer science Additive white Gaussian noise Encoder Code rate Decoding methods Algorithm Joint (building) Code (set theory) Turbo code Forward error correction Channel (broadcasting) Concatenated error correction code Parity bit Block code Telecommunications Engineering

Metrics

6
Cited By
0.74
FWCI (Field Weighted Citation Impact)
16
Refs
0.75
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Error Correcting Code Techniques
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications
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