SDR-Fi: Deep-Learning-Based Indoor Positioning via Software-Defined Radio

SDR-Fi: Deep-Learning-Based Indoor Positioning via Software-Defined Radio

Wi-Fi fingerprinting-based indoor localization has received increased attention due to its proven accuracy and global availability. The common received-signal-strength-based (RSS) fingerprinting presents performance degradation due to well-known signal fluctuations, but more recently, the more stabl...

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Bibliographic Details
Main Authors: Erick Schmidt, Devasena Inupakutika, Rahul Mundlamuri, David Akopian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Channel state information
deep learning
fingerprinting
indoor positioning
neural networks
software-defined radio
Online Access:https://ieeexplore.ieee.org/document/8863907/

Internet

https://ieeexplore.ieee.org/document/8863907/

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