Research on geomagnetic indoor high-precision positioning algorithm based on generative model

Research on geomagnetic indoor high-precision positioning algorithm based on generative model

Aiming at the current bottleneck of constructing a fine geomagnetic fingerprint library that required a lot of labor costs, two generative models called the conditional variational autoencoder and the conditional confrontational generative network were proposed, which could collect a small number of...

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Bibliographic Details
Main Authors: Shuai MA, Ke PEI, Huayan QI, Hang LI, Wen CAO, Hongmei WANG, Hailiang XIONG, Shiyin LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-06-01
Series:Tongxin xuebao
Subjects:
deep learning
geomagnetic positioning
generative model
geomagnetic sequence
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023104/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023104/

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