Research of methods of collection, processing and analysis of data from mobile sensors

Abstract

In the qualification work, the main aspects of data collection, processing, and analysis from mobile sensors were investigated. Various types of sensors and their collection methods were demonstrated, as well as the primary challenges and limitations of modern data collection systems. It was established that current methods often face high energy consumption and computational constraints. New approaches and algorithms for optimizing these processes were introduced. Additionally, the development of an application based on modern technologies was discussed, which showcases the effectiveness of dynamic data collection in optimizing mobile device resources.