US 12,273,726 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. 27, 2024, as Appl. No. 18/756,505.
Application 18/756,505 is a continuation 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 2024/0357367 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)] 19 Claims
OG exemplary drawing
 
1. A system for dynamic spectrum management in an electromagnetic environment comprising:
at least one monitoring sensor operable to send measured data from the electromagnetic environment to at least one data analysis engine;
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 machine learning (ML) engine operable to provide predictions about the electromagnetic environment; and
a wireless network resource optimization application in the MEC layer;
wherein the at least one data analysis engine 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 at least one data analysis engine and the ML engine are in communication with the wireless network resource optimization application;
wherein the wireless network resource optimization application is operable to use analyzed data from the at least one data analysis engine and the predictions about the electromagnetic environment from the ML engine to create actionable data for optimizing RAN resources; and
wherein the actionable data is based on a customer goals index vector of the wireless network resource optimization application, wherein the customer goals index vector is a vector of binary values.