Multiple Fingerprints-Based Indoor Localization via GBDT: Subspace and RSSI

Multiple Fingerprints-Based Indoor Localization via GBDT: Subspace and RSSI

The demand for accurate indoor localization has become more and more urgent in location-based services (LBS). Since the traditional indoor localization is based on a single fingerprint, which is susceptible to environmental changes, it is hard to obtain high accuracy. In order to fill this gap, we p...

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Bibliographic Details
Main Authors: Weigang Wang, Tao Li, Wenrui Wang, Zhenzhen Tu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Indoor localization
signal subspace
multiple fingerprints
gradient boost decision tree
complexity of algorithm
Online Access:https://ieeexplore.ieee.org/document/8736877/

Internet

https://ieeexplore.ieee.org/document/8736877/

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