Machine learning assisted adaptive LDPC coded system design and analysis

Machine learning assisted adaptive LDPC coded system design and analysis

Abstract This paper proposes a novel machine learning (ML) assisted low‐latency low density parity check (LDPC) coded adaptive modulation (AM) system, where short block‐length LDPC codes are used. Conventional adaptive modulation and coding (AMC) system includes fixed look‐up table method, which is...

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Bibliographic Details
Main Authors: Cong Xie, Mohammed El‐Hajjar, Soon Xin Ng
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:IET Communications
Subjects:
adaptive modulation
channel coding
learning (artificial intelligence)
Online Access:https://doi.org/10.1049/cmu2.12707

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