Research Article
Wi-Fi Floor Localization in an Unsupervised Manner
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@INPROCEEDINGS{10.1007/978-3-030-36442-7_4, author={Liangliang Lin and Wei Shi and Muhammad Asim and Hui Zhang and Shuting Hu and Jizhong Zhao}, title={Wi-Fi Floor Localization in an Unsupervised Manner}, proceedings={Broadband Communications, Networks, and Systems. 10th EAI International Conference, Broadnets 2019, Xi’an, China, October 27-28, 2019, Proceedings}, proceedings_a={BROADNETS}, year={2019}, month={12}, keywords={Indoor localization CNN K-means Floor localization}, doi={10.1007/978-3-030-36442-7_4} }- Liangliang Lin
Wei Shi
Muhammad Asim
Hui Zhang
Shuting Hu
Jizhong Zhao
Year: 2019
Wi-Fi Floor Localization in an Unsupervised Manner
BROADNETS
Springer
DOI: 10.1007/978-3-030-36442-7_4
Abstract
In recent decades, with the development of computer, indoor positioning applications have been developed rapidly. GPS has become one of the standards for outdoor positioning. However, there are great conditions for the use of GPS, GPS cannot be used indoors. At the same time, the indoor positioning scene has a great application prospect, through the use of indoor accessible signals (such as Wi-Fi, ZigBee, Bluetooth, UWB, etc.), according to the indoor environment and application, can be created based on the indoor positioning system. In the indoor positioning, there are two challenges, first of all, floor positioning, if the building has more than two layers, the second is planar positioning.
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