Variational autoencoder-based multipath clustering algorithm for terahertz channels

Variational autoencoder-based multipath clustering algorithm for terahertz channels

To address the shortcomings of multipath clustering algorithms in terahertz channel modeling, particularly in terms of multidimensional parameter adaptability and unsupervised feature separation, a variational autoencoder-based latent space multipath clustering (VAE-LMC) model was proposed. Firstly,...

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Bibliographic Details
Main Authors: HAO Xinyu, LIAO Xi, ZHENG Xiangquan, WANG Yang, LIN Feng, CHEN Qianbin, ZHANG Jie
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-06-01
Series:Tongxin xuebao
Subjects:
terahertz channel
channel measurement
multipath clustering
variational autoencoder
unsupervised learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025084/
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