US 12,439,276 B1
Systems and methods for wireless network optimization using geo-data for improved user experience
Ying Li, Santa Clara, CA (US)
Assigned to META PLATFORMS, INC., Menlo Park, CA (US)
Filed by META PLATFORMS, INC., Menlo Park, CA (US)
Filed on Sep. 30, 2022, as Appl. No. 17/957,500.
Claims priority of provisional application 63/314,022, filed on Feb. 25, 2022.
Int. Cl. H04W 16/28 (2009.01); H04W 24/02 (2009.01)
CPC H04W 16/28 (2013.01) [H04W 24/02 (2013.01)] 19 Claims
OG exemplary drawing
 
1. A method comprising:
accessing a set of geotagged data samples associated with a cell, wherein the set of geotagged data samples are obtained from an application associated with one or more user equipment associated with the cell and the cell comprises at least one antenna;
determining a metric associated with the cell based on the set of geotagged data samples;
generating one or more antenna adjustments based on the metric; and
predicting, based on the one or more antenna adjustments, a performance improvement associated with the cell, wherein the performance improvement comprises a cross-layer optimization represented by an upper layer metric improvement in response to a lower layer metric tuning.