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Two-Level LDPC-Coded Modulation With Probabilistic Shaping

delete2023-08-01
delete4
PRE
AI
R
Ruimin Yuan
B
Baoming Bai *
J
Jian Fang
R
Rongchi Xu
J
Jiaqing Wang
DOI:10.1109/LCOMM.2023.3283392delete
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Abstract

Abstract

En 中文
In this letter, we propose a new coded modulation scheme, namely two-level coding with probabilistic shaping, for transmission with higher spectral efficiency in future 6G communications. At the transmitter, a distribution matcher for probabilistic shaping is concatenated with two-level coding, where the first level is designed based on bit-interleaved coded modulation while the second level is left uncoded. At the receiver, a two-stage decoding is performed prior to shaping decoding. A labeling strategy is optimized to get good performance for the first-level coding. Meanwhile, labels of signal subsets are sign-bit decomposable to accommodate uniform check bits. Numerical results show that, for 256-QAM, performances of the proposed scheme are 0.7 similar to 1.4 dB better than uniform BICM at various transmission rates, while the required LDPC code length is shorter by 50%.
Keywords:
Probabilistic shaping
coded modulation
two-level coding

Journal

IEEE Communications Letters cover
IEEE Communications Letters
IF:
4.4
Papers:
1.3W
Citations:
2.2W

Organization

X
Xidian University
Scholars:
2.4W
Papers: 1.9W
Citations: 9.7K