US 12,284,082 B1
Systems and methods for radio access network service feasibility assessment
Jignesh S. Panchal, Hillsborough, NJ (US)
Assigned to Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed by Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed on Oct. 11, 2023, as Appl. No. 18/485,169.
Int. Cl. H04L 41/0896 (2022.01); H04L 41/16 (2022.01); H04L 41/5009 (2022.01)
CPC H04L 41/0896 (2013.01) [H04L 41/16 (2013.01); H04L 41/5009 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
determining, by a computing device, that a carrier on a sector of a base station has a sufficient capacity to deploy a wireless communication service based on a current capacity and an expected future capacity;
obtaining, by the computing device, one or more requirements for the wireless communication service to be deployed on the carrier on the sector of the base station;
obtaining, by the computing device, one or more key performance indicator (KPI) values for the carrier on the sector of the base station;
using, by the computing device, a trained machine learning model to determine a required capacity and a predicted average latency for the wireless communication service based on the obtained one or more requirements and the obtained one or more KPI values;
determining, by the computing device, that the wireless communication service satisfies a deployment requirement to be deployed on the carrier on the sector of the base station based on the determined required capacity and the predicted average latency; and
deploying, by the computing device, the wireless communication service on the carrier on the sector of the base station, in response to determining that the wireless communication service satisfies the deployment requirement.