US 12,294,865 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 Jun. 10, 2024, as Appl. No. 18/738,760.
Application 18/738,760 is a continuation in part of application No. 18/646,330, filed on Apr. 25, 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.
Application 18/417,659 is a continuation of application No. 18/411,817, filed on Jan. 12, 2024.
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 18/085,791 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 18/086,115 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 18/085,733 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 2024/0357364 A1, Oct. 24, 2024
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 monitoring sensor operable to create measured data from the electromagnetic environment;
at least one data analysis engine operable to analyze the measured 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 a core network; and
an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
wherein the AI agent is operable to optimize a multiple inputs multiple outputs (MI MO) system;
wherein the MIMO System is a massive MIMO System;
wherein the at least one data analysis engine is operable to analyze the measured data;
wherein the analyzed data is represented in a vector ensemble class for each signal in the electromagnetic environment;
wherein the AI agent is operable to make predictions about the electromagnetic environment based on the analyzed data and/or a previous dataset;
wherein the AI agent is included in a RAN Intelligent Controller (RIC); and
wherein the AI agent is operable to dynamically optimize network parameters based on the analyzed data and at least one customer goal in a customer goals index vector, wherein the customer goals index vector is a vector of binary values.