US 12,250,558 B2
System, method, and apparatus for providing optimized network resources
Armando Montalvo, Winter Garden, FL (US); and Khashayar Kotobi, Tysons Corner, VA (US)
Assigned to Digital Global Systems, Inc., Tysons Corner, VA (US)
Filed by Digital Global Systems, Inc., Tysons Corner, VA (US)
Filed on Jul. 30, 2024, as Appl. No. 18/789,220.
Application 18/789,220 is a continuation in part of application No. 18/738,760, filed on Jun. 10, 2024.
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.
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.
Application 18/411,817 is a continuation of application No. 18/405,531, filed on Jan. 5, 2024, granted, now 12,075,259.
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 18/237,970 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 18/086,115 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 2024/0388923 A1, Nov. 21, 2024
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 monitoring sensor operable to create measured data from the electromagnetic environment;
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 a core network; and
at least one data analysis engine in the MEC layer operable to analyze the measured data;
an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
wherein the at least one data analysis engine uses an equalizer to reduce signal interference and/or distortion of at least one signal based on information from at least one other signal in a massive multiple inputs multiple outputs (MIMO) system;
wherein the AI agent is operable to make predictions about the electromagnetic environment based on the analyzed data and/or a previous dataset; and
wherein the equalizer is operable to use the predictions about the electromagnetic environment for the equalization and mitigation of signal noise of the at least one signal in real-time as the electromagnetic environment changes; and
wherein the AI agent is operable to dynamically suggest changes to network parameters based on at least one customer goal.