US 12,445,990 B2
Machine learning based timing advance updates
Tianyang Bai, Somerville, NJ (US); Hua Wang, Basking Ridge, NJ (US); Yan Zhou, San Diego, CA (US); Junyi Li, Fairless Hills, PA (US); and Tao Luo, San Diego, CA (US)
Assigned to QUALCOMM Incorporated, San Diego, CA (US)
Filed by QUALCOMM Incorporated, San Diego, CA (US)
Filed on Oct. 21, 2022, as Appl. No. 18/048,728.
Prior Publication US 2024/0137884 A1, Apr. 25, 2024
Prior Publication US 2024/0236894 A9, Jul. 11, 2024
Int. Cl. H04W 56/00 (2009.01); H04W 24/08 (2009.01)
CPC H04W 56/0045 (2013.01) [H04W 24/08 (2013.01)] 28 Claims
OG exemplary drawing
 
1. An apparatus for wireless communication at a user equipment (UE), comprising:
one or more processors;
one or more memories coupled with the one or more processors; and
instructions stored in the one or more memories and executable by the one or more processors to cause the UE to:
transmit an indication of a capability of the UE to predict timing advance values;
measure one or more reference signal received power values corresponding to one or more channel state reference signals, the one or more reference signal received power values comprising at least a portion of one or more measurement parameters to input into a machine learning model;
predict a timing advance value for an uplink communication from the UE in accordance with the indicated capability based at least in part on inputting the one or more measurement parameters into the machine learning model; and
transmit the uplink communication in accordance with the predicted timing advance value.