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Landmark Graph-Based Indoor Localization

delete2020-09-01
delete31
PRE
AI
F
Fuqiang Gu
S
Shahrokh Valaee
K
Kourosh Khoshelham
J
Jianga Shang *
R
Rui Zhang
DOI:10.1109/JIOT.2020.2989501delete
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摘要

摘要

En 中文
Indoor localization is important for a variety of applications, such as location-based services, mobile social networks, and emergency response. Fusing spatial information is an effective way to achieve accurate indoor localization with little or with no need for extra hardware. However, the existing indoor localization methods that make use of spatial information are either computationally expensive or sensitive to the completeness of landmarks. In this article, we propose a novel, low-cost, high-accuracy indoor localization method based on a landmark graph. The experimental results show that the proposed method outperforms the state-of-the-art methods.
Keyword:
Wireless fidelity
Hidden Markov models
Sensors
Smart phones
Internet of Things
Fingerprint recognition
Calibration
Indoor positioning
landmarks
location-based services
pedestrian dead reckoning (PDR)
smartphones
spatial information
AI总结

AI总结

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期刊

IEEE Internet of Things Journal 封面图
IEEE Internet of Things Journal
IF:
8.9
论文数:
1.4W
被引数:
7.8W

机构

C
China University of Geosciences
学者数:
3.7W
论文数: 2.8W
被引数: 4.3W
U
university of melbourne
学者数:
5.7W
论文数: 5.4W
被引数: 69
U
university of toronto
学者数:
14.8W
论文数: 12.0W
被引数: 165
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