Online Learning-Based Adaptive Device-Free Localization in Time-Varying Indoor Environment

Online Learning-Based Adaptive Device-Free Localization in Time-Varying Indoor Environment

With the widespread use of WiFi devices and the availability of channel state information (CSI), CSI-based device-free localization (DFL) has attracted lots of attention. Fingerprint-based localization methods are the primary solutions for DFL, but they are faced with the fingerprint similarity prob...

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Bibliographic Details
Main Authors: Jianqiang Xue, Xingcan Chen, Qingyun Chi, Wendong Xiao
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
device-free localization (DFL)
channel state information (CSI)
fingerprint similarity problem
environmental changes
Multilayer Online Sequence Extreme Learning Machine (ML-OSELM)
Online Access:https://www.mdpi.com/2076-3417/14/2/643

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https://www.mdpi.com/2076-3417/14/2/643

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