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 analysis 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;
a radio receiver front-end subsystem configured to process the measured data to create processed data; and
a spectral correlation density (SCD) analysis engine operable to analyze the processed data to classify at least one orthogonal frequency-division multiplexing (OFDM) signal or at least one Quadrature Phase Shift Keying (QPSK) signal;
wherein the SCD analysis engine is operable to use machine learning (ML) for image comparison of the at least one OFDM signal or the at least one QPSK signal to at least one previously identified signal or at least one signal from a database.
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