Device-Free Indoor Localization Based on Multidimensional CSI Features Classification

Device-Free Indoor Localization Based on Multidimensional CSI Features Classification

With the rapid development of location-based service applications in recent years, indoor localization based on Wi-Fi channel state information (CSI) has attracted extensive attention. Although spatial variations are explicitly reflected in CSI measurements, representation differences caused by smal...

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Bibliographic Details
Main Authors: Liufeng Du, Xiyan Tian, Linghua Zhang, Shaoru Shang, Xin Ning
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Indoor localization
CSI
device-free
matrix factorization
3D convolutional neural networks
gate recurrent unit
Online Access:https://ieeexplore.ieee.org/document/10087268/

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