| 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 |

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1. A system for spectrum channelization in an electromagnetic environment comprising:
at least one monitoring sensor operable to monitor the electromagnetic environment and create measured data based on the electromagnetic environment;
at least one data analysis engine configured to analyze the measured data 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 and at least one classification 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; and
wherein the channelization engine is operable to use artificial intelligence (AI) or machine learning (ML) to determine channel utilization and occupancy based on the analyzed data.
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