Radio frequency fingerprint data augmentation for indoor localization based on diffusion model

Radio frequency fingerprint data augmentation for indoor localization based on diffusion model

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The radio frequency fingerprint indoor localization method ensures the accuracy by collecting a sufficient amount of fingerprints in the offline state to build a dense fingerprint database.A data augmentation method called FPDiffusion was proposed based on diffusion model to reduce the cost of finge...

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Bibliographic Details
Main Authors: Haojun AI, Weike ZENG, Jingjie TAO, Jinying XU, Hanxiao CHANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-11-01
Series:Tongxin xuebao
Subjects:
diffusion model
data augmentation
radio frequency fingerprint
indoor localization
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023200/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023200/

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