Large-Scale Location-Aware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using Wi-Fi Fingerprinting Based on Deep Neural Networks

3 Oct 2017 Kyeong Soo Kim Ruihao Wang Zhenghang Zhong Zikun Tan Haowei Song Jaehoon Cha Sanghyuk Lee

One of key technologies for future large-scale location-aware services in access is a scalable indoor localization technique. In this paper, we report preliminary results from our investigation on the use of deep neural networks (DNNs) for hierarchical building/floor classification and floor-level location estimation based on Wi-Fi fingerprinting, which we carried out as part of a feasibility study project on Xi'an Jiaotong-Liverpool University (XJTLU) Campus Information and Visitor Service System... (read more)

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  • C.2.1; I.2.6; I.5.1; I.5.2; I.5.4; I.5.5