Robust and Accurate Wi-Fi Fingerprint Location Recognition Method Based on Deep Neural Network

Robust and Accurate Wi-Fi Fingerprint Location Recognition Method Based on Deep Neural Network

Currently, indoor locations based on the received signal strength (<i>RSS</i>) of Wi-Fi are attracting more and more attention thanks to the technology&#8217;s low cost, low power consumption and wide availability in mobile devices. However, the accuracy of Wi-Fi positioning is limit...

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Bibliographic Details
Main Authors: Yifan Wang, Jingxiang Gao, Zengke Li, Long Zhao
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
indoor location recognition
received signal strength (<i>rss</i>)
wi-fi fingerprint positioning
deep neural network (dnn)
optimization methods
adaptive filter
hidden markov models (hmm)
Online Access:https://www.mdpi.com/2076-3417/10/1/321

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