US 11,812,338 B2
Selective triggering of neural network functions for positioning measurement feature processing at a user equipment
Jay Kumar Sundararajan, San Diego, CA (US); Krishna Kiran Mukkavilli, San Diego, CA (US); Taesang Yoo, San Diego, CA (US); Naga Bhushan, San Diego, CA (US); June Namgoong, San Diego, CA (US); Pavan Kumar Vitthaladevuni, San Diego, CA (US); and Tingfang Ji, San Diego, CA (US)
Assigned to QUALCOMM Incorporated, San Diego, CA (US)
Filed by QUALCOMM Incorporated, San Diego, CA (US)
Filed on Aug. 2, 2021, as Appl. No. 17/391,417.
Claims priority of provisional application 63/061,077, filed on Aug. 4, 2020.
Prior Publication US 2022/0046385 A1, Feb. 10, 2022
Int. Cl. H04W 24/00 (2009.01); H04W 4/029 (2018.01); H04W 4/02 (2018.01); H04W 64/00 (2009.01); H04W 36/00 (2009.01); G06N 3/02 (2006.01); H04W 24/10 (2009.01)
CPC H04W 4/029 (2018.02) [G06N 3/02 (2013.01); H04W 4/023 (2013.01); H04W 24/10 (2013.01); H04W 36/0085 (2018.08); H04W 64/003 (2013.01)] 30 Claims
OG exemplary drawing
 
1. A method of operating a user equipment (UE), comprising:
obtaining information associated with a set of triggering criteria for a set of neural network functions, the set of neural network functions configured to facilitate positioning measurement data processing at the UE, the set of neural network functions being generated dynamically based on machine-learning associated with one or more historical measurement procedures;
obtaining positioning measurement data associated with a location of the UE;
processing the positioning measurement data into a respective set of positioning measurement features based at least in part upon the positioning measurement data and at least one neural network function from the set of neural network functions that is triggered by at least one triggering criterion from the set of triggering criteria; and
reporting the processed set of positioning measurement features to a network component of a communications network,
wherein the UE is a subscriber device that subscribes to one or more communications services provided via the communications network.