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D-IRA Codes Over Integer Rings for Lattice-Based Multiple Access

delete2024-12-01
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PRE
AI
T
Tianbo Zhang
杨
杨涛 (Tao Yang) *
R
Rongke Liu
DOI:10.1109/LCOMM.2024.3484580delete
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摘要

摘要

En 中文
We study capacity-approaching irregular repeat accumulate (IRA) codes over integer rings Z(2m) for 2(m)-PAM signaling, m=1,2,center dot center dot center dot. Such codes belong to the ensemble of lattice codes. First, the effect of zero-divisors on the iterative belief-propagation (BP) decoding is analyzed. We show that the symmetric Gaussian approximation is invalid for existing IRA codes over integer rings. Then we propose a new doubly IRA (D-IRA) ring code structure, which consists of irregular multiplier distribution and irregular node-degree distribution. Such structure can restore the symmetry and optimize the BP decoding threshold. Numerical result demonstrates the improved performance of D-IRA codes for AWGN channel. Also, it is demonstrated that the lattice based multiple-access scheme with D-IRA code performs within 3 dB the capacity limit.
Keyword:
Codes
Vectors
Lattices
Modulation
Structural rings
Decoding
Iterative decoding
Symbols
Receivers
Optimization
Coded modulation
lattice codes
physical-layer network coding
compute-forward
network information theory

期刊

IEEE Communications Letters 封面图
IEEE Communications Letters
IF:
4.4
论文数:
1.3W
被引数:
2.2W

机构

B
Beihang University
学者数:
5.2W
论文数: 4.1W
被引数: 37
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