A method of planning, deploying, and operating a spectrum-controlled, wireless communication network that includes a plurality of Base Stations/Access Points (BS/APs) located within an enterprise location, the BS/APs communicating wirelessly with a plurality of User Equipment devices (UEs), comprising the steps of:
- generating a plurality of network models using machine learning techniques responsive to a predictor space that includes at least one of spectrum availability, topology definitions, Node/Link configurations, pathloss models, and line-of-sight probabilities;
- storing said network models in a models database;
- providing said network models to a network planner;
- receiving input into said network planner regarding intended deployment, including location and at least one of building type, network requirements, and number of devices;
- responsive to said location input, determining spectrum availability at said location;
- and
- responsive to said input and spectrum availability, estimating and deploying a number of BS/APs needed to cover the intended deployment.