Back to Search Start Over

Multilevel LDPC Lattices With Efficient Encoding and Decoding and a Generalization of Construction $\text{D}'$.

Authors :
Branco da Silva, Paulo Ricardo
Silva, Danilo
Source :
IEEE Transactions on Information Theory. May2019, Vol. 65 Issue 5, p3246-3260. 15p.
Publication Year :
2019

Abstract

Lattice codes are elegant and powerful structures that not only achieve the capacity of the additive white Gaussian noise (AWGN) channel but are also a key ingredient to many multiterminal schemes that exploit linearity properties. However, constructing lattice codes that can realize these benefits with low complexity is still a challenging problem. In this paper, efficient encoding and decoding algorithms are proposed for multilevel binary low-density parity-check (LDPC) lattices constructed via Construction $\text{D}'$ whose complexity is linear in the total number of coded bits. Moreover, a generalization of Construction $\text{D}'$ is proposed, which relaxes some of the nesting constraints on the parity-check matrices of the component codes, leading to a simpler and improved design. Based on this construction, low-complexity multilevel LDPC lattices are designed whose performance under multistage decoding is comparable to that of polar lattices and close to that of low-density lattice codes on the power-unconstrained AWGN channel. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
65
Issue :
5
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
136101291
Full Text :
https://doi.org/10.1109/TIT.2018.2883119