Radio map construction based on BERT for fingerprint-based indoor positioning system

Radio map construction based on BERT for fingerprint-based indoor positioning system

Abstract Due to the heavy workload of RSS collection, the instability of WLAN signal strength and the disappearance of signals caused by complex indoor environments, the construction of radio map for wireless local area network (WLAN) fingerprint-based indoor positioning system is time-consuming and...

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Bibliographic Details
Main Authors: Zhuang Wang, Qun Kong, Bingcai Wei, Liye Zhang, Aikui Tian
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Indoor Positioning System
WLAN
Radio Map
BERT Model
Loss Function
Online Access:https://doi.org/10.1186/s13638-023-02247-2

Internet

https://doi.org/10.1186/s13638-023-02247-2

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