US 12,470,938 B2
System, method, and apparatus for providing optimized network resources
Armando Montalvo, Winter Garden, FL (US)
Assigned to Digital Global Systems, Inc., Tysons Corner, VA (US)
Filed by Digital Global Systems, Inc., Tysons Corner, VA (US)
Filed on Mar. 24, 2025, as Appl. No. 19/088,344.
Application 19/088,344 is a continuation of application No. 18/927,218, filed on Oct. 25, 2024, granted, now 12,289,604.
Application 18/927,218 is a continuation of application No. 18/749,079, filed on Jun. 20, 2024, granted, now 12,167,245, issued on Dec. 10, 2024.
Application 18/749,079 is a continuation of application No. 18/417,634, filed on Jan. 19, 2024, granted, now 12,052,575, issued on Jul. 30, 2024.
Application 18/417,634 is a continuation of application No. 18/415,209, filed on Jan. 17, 2024, granted, now 12,096,227, issued on Sep. 17, 2024.
Application 18/415,209 is a continuation of application No. 18/405,622, filed on Jan. 5, 2024, granted, now 12,022,297, issued on Jun. 25, 2024.
Application 18/405,622 is a continuation of application No. 18/240,132, filed on Aug. 30, 2023, granted, now 11,930,370, issued on Mar. 12, 2024.
Application 18/240,132 is a continuation of application No. 18/086,115, filed on Dec. 21, 2022, granted, now 11,751,064, issued on Sep. 5, 2023.
Application 18/086,115 is a continuation in part of application No. 18/085,904, filed on Dec. 21, 2022, granted, now 11,659,401, issued on May 23, 2023.
Application 18/085,904 is a continuation of application No. 18/085,791, filed on Dec. 21, 2022, granted, now 11,659,400, issued on May 23, 2023.
Application 18/085,791 is a continuation of application No. 18/085,733, filed on Dec. 21, 2022, granted, now 11,711,726, issued on Jul. 25, 2023.
Application 18/085,733 is a continuation in part of application No. 17/901,035, filed on Sep. 1, 2022, granted, now 11,570,627, issued on Jan. 31, 2023.
Claims priority of provisional application 63/370,184, filed on Aug. 2, 2022.
Prior Publication US 2025/0220443 A1, Jul. 3, 2025
This patent is subject to a terminal disclaimer.
Int. Cl. H04W 16/10 (2009.01); H04W 16/14 (2009.01); H04W 24/02 (2009.01); H04W 24/04 (2009.01); H04W 24/08 (2009.01); H04W 28/08 (2023.01); H04W 72/0453 (2023.01)
CPC H04W 16/10 (2013.01) [H04W 16/14 (2013.01); H04W 24/02 (2013.01); H04W 24/04 (2013.01); H04W 24/08 (2013.01); H04W 28/0925 (2020.05); H04W 28/0967 (2020.05); H04W 72/0453 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A system for dynamic spectrum management in an electromagnetic environment comprising:
at least one sensor configured to create measured data from the electromagnetic environment;
a Multi-Access Edge Computing (MEC) layer in a network slice; and
a wireless network resource optimization application in the MEC layer configured to receive the measured data from the at least one sensor;
wherein the measured data is represented as a vector ensemble class for each signal in the electromagnetic environment;
wherein the MEC layer is part of a virtualized infrastructure;
a data analysis engine configured to identify information in the measured data relevant to customer goals for a customer application to create analyzed data;
a machine learning (ML) engine programmed according to the customer goals for a customer application, wherein the ML engine is configured to make predictions about the electromagnetic environment using the analyzed data;
wherein the wireless network resource optimization application is configured to use the measured data, the analyzed data, and the predictions about the electromagnetic environment from the ML engine to create actionable data for optimizing network resources in the electromagnetic environment.