CPC H04W 16/10 (2013.01) [G06F 30/27 (2020.01); G06N 3/02 (2013.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); H04L 41/0893 (2013.01); H04W 24/02 (2013.01); H04W 72/0453 (2013.01); G06N 3/042 (2023.01); G06N 3/045 (2023.01); H04L 41/0894 (2022.05); H04W 16/14 (2013.01); H04W 24/08 (2013.01)] | 20 Claims |
1. A system for spectrum channelization in an electromagnetic environment comprising:
at least one data analysis engine configured to analyze measured data from the electromagnetic environment to create analyzed data; and
a channelization engine operable to prepare and/or divide at least one spectrum into a plurality of spectrum bands based on the analyzed data;
wherein the channelization engine is operable to generate channel utilization and occupancy data for the plurality of spectrum bands;
wherein the channelization engine is operable to communicate with the at least one data analysis engine;
wherein the at least one data analysis engine is operable to identify at least one signal of interest and dynamically allocate spectrum based on the channel utilization and occupancy data, type of identified signal, service provided to at least one user equipment (UE) device, and/or customer goals;
wherein the at least one data analysis engine includes an embedded artificial intelligence (AI) agent;
wherein the embedded AI agent is operable to record and/or extract relevant features from the at least one signal of interest; and
wherein the embedded AI agent dynamically adjusts parameters of the at least one signal of interest based on the relevant features, customer goals, and/or network requirements.
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