| 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 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;
a blind detection engine operable to detect at least one edge of at least one signal based on the analyzed data and at least one parameter; 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 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;
wherein the analyzed data includes at least one image created based on the at least one signal; and
wherein the blind detection engine detects the at least one edge of the at least one signal using artificial intelligence (AI) or machine learning (ML) image analysis on the at least one image.
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