1. A method for controlling an autonomous device of a cellular network, the method being performed by a network device and comprising the steps of: predicting a need to increase coverage of said cellular network or a need to increase capacity of said cellular network, comprising the steps of: inputting live data features into a trained classifier; and outputting a launch class from said classifier; and activating an autonomous device of said cellular network, to improve said cellular network.