OPTIMAL TELECOMMUNICATION TOWER PLACEMENT SYSTEM USING DATA SCIENCE

摘要

The present invention is an optimal telecommunication tower placement system that aims at assisting the manual survey of areas for tower installation by collecting network parameters from the devices used by the end users by using an android application that is installed on the devices, filtering the collected data to remove anomalies and redundancies and then processing the filtered data through multiple steps. Three data science algorithms, namely, mean shift clustering, Support Vector Machine Classification and K- Means Clustering are used to process the sampled data. The system gives as output, a set of possible candidate sites for telecommunication tower placement.