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); H04L 41/16 (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 intermodulation distortion analysis and mitigation in an electromagnetic environment comprising:
at least one monitoring sensor including at least one receiver channel operable to monitor and capture electromagnetic environment data and create measured data based on the electromagnetic environment; and
at least one data analysis engine operable to create at least one utilization mask based on the measured data;
wherein the at least one data analysis engine is operable to select at least one parameter based on the measured data and customer goals and/or a service provided to at least one user equipment (UE) device and store the at least one parameter in a parameter block;
wherein the at least one data analysis engine is configured to analyze the at least one utilization mask to identify at least one signal and intermodulation, thereby creating analyzed data;
wherein the at least one data analysis engine is operable to identify and/or sort intermodulation distortion (IMD) components of the at least one signal; and
wherein the at least one data analysis engine is operable to apply artificial intelligence (AI) and/or machine learning (ML) to the analyzed data and the at least one parameter to determine the IMD components.
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