Patent ID: 11968660
Assignee: T-MOBILE USA, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 0:
1. A spectrum allocation controller, comprising:
one or more processors; and
memory coupled to the one or more processors, the memory including one or more modules that are executable by the one or more processors to:
identify, within a service area of a base station node, one or more available spectrum to facilitate transmission of network traffic within the service area;
determine a first subset of network traffic that occurs within a first service segment of the base station node, the first service segment extending from the base station node to a first service edge;
allocate the first subset of network traffic to at least a first spectrum of the one or more available spectrum;
determine a second subset of network traffic that occurs within a second service segment of the base station node that extends outward from the first service edge;
employ a machine-learning algorithm to correlate real-time network traffic with historical network traffic in the first service segment to infer whether a first quality of service (QoS) within the first service segment is less than a predetermined QoS threshold;
employ the machine-learning algorithm to correlate real-time network traffic with historical network traffic in the second service segment to infer whether a second QoS within the second service segment is less than the predetermined QoS threshold; and
allocate the second subset of network traffic to at least a second spectrum based at least in part on the first QoS or the second QoS being less than the predetermined QoS threshold.