US 12,483,897 B1
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 Apr. 21, 2025, as Appl. No. 19/184,673.
Application 19/184,673 is a continuation of application No. 18/936,417, filed on Nov. 4, 2024, granted, now 12,382,297.
Application 18/936,417 is a continuation of application No. 18/738,760, filed on Jun. 10, 2024, granted, now 12,294,865.
Application 18/738,760 is a continuation in part of application No. 18/646,330, filed on Apr. 25, 2024, granted, now 12,156,037, issued on Nov. 26, 2024.
Application 18/646,330 is a continuation in part of application No. 18/417,659, filed on Jan. 19, 2024, granted, now 12,041,460, issued on Jul. 16, 2024.
Application 18/417,659 is a continuation of application No. 18/411,817, filed on Jan. 12, 2024, granted, now 12,185,114, issued on Dec. 31, 2024.
Application 18/411,817 is a continuation of application No. 18/405,531, filed on Jan. 5, 2024, granted, now 12,075,259, issued on Aug. 27, 2024.
Application 18/405,531 is a continuation of application No. 18/526,329, filed on Dec. 1, 2023, granted, now 11,968,539, issued on Apr. 23, 2024.
Application 18/526,329 is a continuation of application No. 18/237,970, filed on Aug. 25, 2023, granted, now 11,843,953, issued on Dec. 12, 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 18/237,970 is a continuation in part of application No. 18/086,115, filed on Dec. 21, 2022, granted, now 11,751,064, issued on Sep. 5, 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 18/085,904 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 18/085,733 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.
This patent is subject to a terminal disclaimer.
Int. Cl. H04W 16/10 (2009.01); H04W 24/02 (2009.01); H04W 24/08 (2009.01); H04W 28/08 (2023.01); H04W 72/0453 (2023.01); H04W 16/14 (2009.01)
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
OG exemplary drawing
 
1. A system for spectrum management in an electromagnetic environment comprising:
at least one sensor configured to measure at least one signal from the electromagnetic environment to create measured data;
at least one data analysis engine configured to analyze the measured data to create analyzed data;
a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN); and
an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
wherein the AI agent is configured to optimize a multiple inputs multiple outputs (MIMO) system based on a conditional entropy value derived from interference between the at least one signal and at least one second signal from the electromagnetic environment;
wherein the MIMO system is a massive MIMO system; and
wherein the AI agent is configured to use the analyzed data and the optimized MIMO system for the equalization or mitigation of signal noise of the at least one signal as the electromagnetic environment changes.