Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning

Citation Author(s):
Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang and Jae-Young Pyun *
Submitted by:
Bimal Bhattarai
Last updated:
Thu, 11/08/2018 - 10:34
DOI:
10.21227/af5g-4q23
Data Format:
License:
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Abstract 

The Geomagnetic field can be used for classifying different landmark locations inside a big building.

Instructions: 

First, download and unzip the folder in your computer. The dataset contains the magnetic feature vector gathered from two different testbed in Chosun University, South Korea. The column contains the features, which can be used with different machine learning methods. Furthermore, the file also includes MATLAB preprocessed data from two testbeds. The data is preprocessed with window length for the LSTM-based DRNN network. 

The folder includes both raw and preprocessed dataset (in .csv and .m format).