CPC H04W 16/18 (2013.01) [G06F 30/27 (2020.01); G06N 20/00 (2019.01); H04B 17/3913 (2015.01); G06F 11/3692 (2013.01); G06N 5/04 (2013.01); H04L 41/16 (2013.01)] | 16 Claims |
1. 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.
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