Daytime Project

GSM Capacity Evaluation Tool


Our tool is designed to be used for short-term fault/complaint estimation and long-term capacity planning, either by changing/increasing the capacity of an available station or establishment of new cells. It produces predictions of based on the data of most recent 6-days and yields the two outputs for the next day (i.e. the 7th day), one for prediction of outage for a specific base station, and one for prediction of any customer complaints related to, or stemming from, that specific base station.

The tool has been developed in Python. It includes an LSTM prediction model, to which the data are fed in text form.

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