US 12,445,858 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 Jun. 24, 2025, as Appl. No. 19/247,632.
Application 19/247,632 is a continuation of application No. 19/047,135, filed on Feb. 6, 2025, granted, now 12,363,550.
Application 19/047,135 is a continuation of application No. 19/016,322, filed on Jan. 10, 2025, granted, now 12,323,815, issued on Jun. 3, 2025.
Application 19/016,322 is a continuation of application No. 18/825,734, filed on Sep. 5, 2024, granted, now 12,245,046, issued on Mar. 4, 2025.
Application 18/825,734 is a continuation of application No. 18/764,829, filed on Jul. 5, 2024, granted, now 12,120,529, issued on Oct. 15, 2024.
Application 18/764,829 is a continuation of application No. 18/415,209, filed on Jan. 17, 2024, granted, now 12,096,227, issued on Sep. 17, 2024.
Application 18/415,209 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 18/085,791 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 16/14 (2009.01); H04W 16/10 (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)] 20 Claims
OG exemplary drawing
 
1. A system for dynamic spectrum utilization management in an electromagnetic environment comprising:
a network slice or a subnetwork, wherein the network slice or the subnetwork includes a radio access network (RAN) and a Multi-Access Edge Computing (MEC) layer; and
a wireless network resource optimization application in the MEC layer including at least one data analysis engine and an inference engine;
wherein the data analysis engine analyzes measured data from the electromagnetic environment to create analyzed data;
wherein the inference engine utilizes statistical learning techniques and/or control theory to learn and/or make predictions about the electromagnetic environment based on the analyzed data;
wherein the inference engine identifies relevant information required by a customer application to optimize network resource allocation and/or to decrease an amount of the analyzed data that is required; and
wherein the wireless network resource optimization application is operable to use the analyzed data and the relevant information identified by the inference engine to create actionable data for optimizing network resources.