Adaptive Rate-Compatible Non-Binary LDPC Coding Scheme for the B5G Mobile System

This paper studies an adaptive coding scheme for B5G (beyond 5th generation) mobile system-enhanced transmission technology. Different from the existing works, the authors develop a class of rate-compatible, non-binary, low-density parity check (RC-NB-LDPC) codes, which expresses the strong connecti...

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Veröffentlicht in:Sensors (Basel, Switzerland) Jg. 19; H. 5; S. 1067
Hauptverfasser: Zhao, Dan-feng, Tian, Hai, Xue, Rui
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Switzerland MDPI 02.03.2019
MDPI AG
Schlagworte:
adaptive coding scheme
B5G
channel clustering
k-means++ algorithm
rate-compatible LDPC
B5G
rate-compatible LDPC
k-means++ algorithm
adaptive coding scheme
channel clustering
ISSN:1424-8220, 1424-8220
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Zusammenfassung:This paper studies an adaptive coding scheme for B5G (beyond 5th generation) mobile system-enhanced transmission technology. Different from the existing works, the authors develop a class of rate-compatible, non-binary, low-density parity check (RC-NB-LDPC) codes, which expresses the strong connection between the algebra-based and graph-theoretic-based constructions. The constructed codes can not only express rate-compatible (RC) features, but also possess a quasi-cyclic (QC) structure that facilitates the encoding implementation. Further, in order to achieve the code rate-adaptive allocation scheme, the authors propose using the K-means++ clustering algorithm to cluster different channel environments, considering various factors that affect channel characteristics. Finally, in order to present the advantages of the adaptive coding scheme, the authors construct a coding scheme for image transmission. The numerical results demonstrate that the developed code can obtain better waterfall performance in a larger code rate range, which is more suitable for data transmission; the adaptive coding transmission scheme can obtain higher reconstructed image quality compared to the fixed code rate-coding scheme. Moreover, when considering unequal error protection (UEP), the proposed scheme can further improve the reconstructed image quality.
Bibliographie:ObjectType-Article-1
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ISSN:1424-8220
1424-8220
DOI:10.3390/s19051067