The Enhancement of WiFi Fingerprint Positioning Using Convolutional Neural Network

Ting ZHANG, Yi MAN
2018 DEStech Transactions on Computer Science and Engineering  
With the widely applied of LBS (Location Based Service), a high standard of indoor positioning technology is required. Among them, WiFi fingerprint positioning is the most popular way. In this paper, we proposed a new CNN (convolutional neural network)-based architecture for WiFi fingerprint positioning. Experimental results show that our CNN-based architecture performs better on the public datasets than traditional machine learning methods.
doi:10.12783/dtcse/ccnt2018/24745 fatcat:3gzfjadn3nhp5p3tyrgifrfnva