Modulation pattern recognition method of wireless communication automatic system based on IABLN algorithm in intelligent system

The aim of this study is to address the limitations of convolutional networks in recognizing modulation patterns. These networks are unable to utilize temporal information effectively for feature extraction and modulation pattern recognition, resulting in inefficient modulation pattern recognition....

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Vydané v:	PloS one Ročník 20; číslo 1; s. e0317355
Hlavní autori:	Xie, Ting, Han, Xing
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Public Library of Science 13.01.2025 Public Library of Science (PLoS)
Predmet:	Accuracy Algorithms Automation Biology and Life Sciences Classification Communications systems Computational linguistics Computer and Information Sciences Datasets Deep learning Efficiency Engineering and Technology Health aspects Humans Information processing Intelligent Systems Language processing Learning algorithms Machine Learning Medicine and Health Sciences Methods Modulation Modulation (Electronics) Natural language interfaces Neural networks Neural Networks, Computer Pattern recognition Pattern Recognition, Automated - methods Physical Sciences Research and Analysis Methods Signal processing Signal Processing, Computer-Assisted Signal-To-Noise Ratio Social Sciences Time series Wireless communications Wireless networks Wireless Technology China
ISSN:	1932-6203, 1932-6203
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