Inception-ResNet Assisted Iterative Decoding Algorithm Based on Alternating Direction Multiplier Method

The application of deep learning to channel decoding methods has gradually become a hot research topic. However, the high complexity of deep neural network (DNN) parameters hinders the application of deep neural networks to long codes, and the difficulty of decoding increases exponentially with the...

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Veröffentlicht in:	2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC) S. 534 - 538
Hauptverfasser:	Feng, Cunrui, Zhou, Fan, Cao, Dengyun
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 20.09.2024
Schlagworte:	Alternate Direction Multiplier Method (ADMM) Artificial neural networks Convex functions Decoding Iterative decoding Iterative Detection Decoding Algorithm LDPC codes Linear decoding Modulation Noise Noise reduction Prediction algorithms Signal processing algorithms System performance
Online-Zugang:	Volltext
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