CPC H04W 16/10 (2013.01) [H04W 24/02 (2013.01); H04W 24/08 (2013.01); H04W 28/0925 (2020.05); H04W 28/0967 (2020.05); H04W 72/0453 (2013.01); H04W 16/14 (2013.01)] | 20 Claims |
1. A system for spectrum utilization management in an electromagnetic environment comprising:
a radiofrequency (RF) analysis engine operable to analyze measured RF data from at least one sensor unit to create analyzed data and physical layer data; and
a machine learning engine (ML) operable to use the analyzed data to make predictions about the electromagnetic environment and/or identify physical layer resources required for at least one application;
wherein the at least one sensor unit and the RF analysis engine are provided on a chip, a chipset, multiple chips, multiple chipsets, or on a circuit board;
wherein a user equipment (UE) device is operable to perform physical layer functions;
wherein the system is operable to optimize the physical layer by slice or customer;
wherein the physical layer data is used to create actionable data for spectrum sharing in the electromagnetic environment; and
wherein the RF analysis engine includes a Fast Fourier Transform (FFT) engine operable to provide for a duty cycle using four streams and one second per stream to reduce calculations and provide for increased real-time sampling.
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