US 11,659,407 B2
Method and apparatus for utilizing radio access network guidance to select operating parameters
Zhengye Liu, Pleasanton, CA (US); Donglin Hu, Dublin, CA (US); Yali Liu, Dublin, CA (US); and Jin Wang, Fremont, CA (US)
Assigned to AT&T Intellectual Property I, L.P., Atlanta, GA (US)
Filed by AT&T Intellectual Property I, L.P., Atlanta, GA (US)
Filed on Sep. 21, 2021, as Appl. No. 17/480,736.
Application 17/480,736 is a continuation of application No. 16/699,811, filed on Dec. 2, 2019, granted, now 11,153,766.
Prior Publication US 2022/0007204 A1, Jan. 6, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. H04B 17/382 (2015.01); H04B 17/391 (2015.01); H04L 41/147 (2022.01); H04L 41/16 (2022.01); H04L 47/10 (2022.01); H04W 16/22 (2009.01); H04W 24/02 (2009.01); H04W 28/02 (2009.01); H04W 36/00 (2009.01); H04W 80/06 (2009.01); H04W 84/02 (2009.01); H04W 88/18 (2009.01); H04W 92/02 (2009.01)
CPC H04W 16/22 (2013.01) [H04B 17/382 (2015.01); H04B 17/3913 (2015.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); H04L 47/29 (2013.01); H04W 24/02 (2013.01); H04W 28/0215 (2013.01); H04W 36/0016 (2013.01); H04W 80/06 (2013.01); H04W 84/02 (2013.01); H04W 88/18 (2013.01); H04W 92/02 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A device, comprising:
a processing system including a processor; and
a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, the operations comprising:
identifying a first communication device operating within a mobile network;
obtaining, in real-time, a first plurality of operating parameters associated with the first communication device, wherein the first plurality of operating parameters comprises a first signal strength and a first operating frequency associated with the first communication device;
applying the first signal strength and the first operating frequency as an input to a model to generate, via the model, a first prediction of a performance of the first communication device;
determining that the first prediction of the performance is inadequate in accordance with a first threshold; and
responsive to the determining that the first prediction of the performance is inadequate in accordance with the first threshold, transmitting a first command to the first communication device to modify the first signal strength and the first operating frequency associated with the first communication device.