Year of Graduation
Indoor and Outdoor Detection from Mobile Sensor Data
Applied Mathematics and Information Science
Indoor/Outdoor localization based on Received Signal Strength (RSS) is a classification problem which rises a question is signal sender is indoor or outdoor. It is rather new problem in mobile position localization. However this trouble became interesting to many big mobile companies. Information of indoor/outdoor localization could help them improve preference of the mobile connection. In our paper we present an approach of using RSS and test 3 algorithms: k-Nearest Neighbors, Support Vector Machine, Logistic Regression on two different data sets. Detailed numerical examples and graphics are included for all of the methods and data sets.