US 12,273,729 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 Aug. 21, 2024, as Appl. No. 18/810,879.
Application 18/810,879 is a continuation of application No. 18/647,763, filed on Apr. 26, 2024, granted, now 12,108,258.
Application 18/647,763 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 2024/0414553 A1, Dec. 12, 2024
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 utilization management in an electromagnetic environment comprising:
at least one monitoring sensor operable to monitor the electromagnetic environment and 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 or a subnetwork, wherein the MEC layer is in communication with an open radio access network (ORAN);
a machine learning (ML) engine; 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 to create analyzed data;
wherein the ML engine is operable to use the analyzed data to make predictions about the electromagnetic environment and/or identify physical layer resources required for at least one application;
wherein the at least one data analysis engine is in communication with the wireless network resource optimization application;
wherein the wireless network resource optimization application is operable to use the analyzed data and the predictions about the electromagnetic environment to create actionable data for optimizing ORAN resources; and
wherein the wireless network resource optimization application is operable to optimize the ORAN resources based on a customer goals index vector; and
wherein the customer goals index vector is a vector of binary values.