High-Efficiency Lossy Source Coding Based on Multi-Layer Perceptron Neural Network

With the rapid growth of data volume in sensor networks, lossy source coding systems achieve high–efficiency data compression with low distortion under limited transmission bandwidth. However, conventional compression algorithms rely on a two–stage framework with high computational complexity and fr...

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Библиографические подробности

Главные авторы:	Yuhang Wang, Weihua Chen, Linjing Song, Zhiping Xu, Dan Song, Lin Wang
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2025-10-01
Серии:	Entropy
Предметы:	data compression lossy source coding P–LDPC codes enhanced belief propagation distortion–rate performance
Online-ссылка:	https://www.mdpi.com/1099-4300/27/10/1065
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