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 monitoring sensor including at least one receiver channel operable to monitor the electromagnetic environment data 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 and at least one parameter;
wherein the at least one data analysis engine is operable to generate and select the at least one parameter based on the measured data, a type of identified signal, applications and engines in operation, a service provided to at least one user equipment (UE) device, and/or customer goals; and
wherein the channelization engine is operable to use machine learning (ML) image comparison based on the analyzed data and the at least one parameter.
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