Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization

Device-free Wi-Fi indoor localization has received significant attention as a key enabling technology for many Internet of Things (IoT) applications. Machine learning-based location estimators, such as the deep neural network (DNN), carry proven potential in achieving high-precision localization per...

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Bibliographic Details
Main Authors: Shing-Jiuan Liu, Ronald Y. Chang, Feng-Tsun Chien
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Wireless indoor localization
fingerprinting
channel state information (CSI)
machine learning
deep neural networks (DNN)
Internet of Things (IoT)
Online Access:https://ieeexplore.ieee.org/document/8721646/

Internet

https://ieeexplore.ieee.org/document/8721646/

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