US 12,284,527 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. 29, 2024, as Appl. No. 18/819,567.
Application 18/819,567 is a continuation of application No. 18/631,758, filed on Apr. 10, 2024, granted, now 12,127,008.
Application 18/631,758 is a continuation of application No. 18/411,781, filed on Jan. 12, 2024, granted, now 11,997,502, issued on May 28, 2024.
Application 18/411,781 is a continuation of application No. 18/526,358, filed on Dec. 1, 2023, granted, now 12,219,364.
Application 18/526,358 is a continuation of application No. 18/199,111, filed on May 18, 2023, granted, now 11,849,305, issued on Dec. 19, 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 18/199,111 is a continuation 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 18/085,733 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 2024/0422564 A1, Dec. 19, 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 spectrum management in an electromagnetic environment comprising:
a Multi-Access Edge Computing (MEC) layer in a network slice or a subnetwork, wherein the MEC layer is in communication with a radio access network (RAN);
at least one data analysis engine operable to analyze the electromagnetic environment, including measured data from at least one monitoring sensor;
a wireless network resource optimization application operable to use analyzed data from the at least one data analysis engine and a customer goals index vector to create actionable data; and
wherein the customer goals index vector is a vector of binary values; and
at least one RAN intelligent controller (RIC) within the RAN operable to use an artificial intelligence (AI) and/or machine learning (ML) model to analyze network state data to facilitate radio resource management (RRM) and provide data for optimizing at least one RAN parameter;
wherein the wireless network resource optimization application is operable to generate at least one RAN command to change the at least one RAN parameter based on the actionable data and the data from the RIC for optimizing the at least one RAN parameter.