US 12,413,997 B2
Interference data collection with beam information for ML-based interference prediction
Mohamed Fouad Ahmed Marzban, San Diego, CA (US); Wooseok Nam, San Diego, CA (US); Tao Luo, San Diego, CA (US); Taesang Yoo, San Diego, CA (US); and Arumugam Chendamarai Kannan, San Diego, CA (US)
Assigned to QUALCOMM Incorporated, San Diego, CA (US)
Filed by QUALCOMM Incorporated, San Diego, CA (US)
Filed on Sep. 14, 2022, as Appl. No. 17/932,191.
Prior Publication US 2024/0089769 A1, Mar. 14, 2024
Int. Cl. H04W 16/28 (2009.01); H04B 17/336 (2015.01); H04W 24/10 (2009.01); H04W 56/00 (2009.01)
CPC H04W 24/10 (2013.01) [H04B 17/336 (2015.01); H04W 16/28 (2013.01); H04W 56/001 (2013.01)] 30 Claims
OG exemplary drawing
 
1. An apparatus for wireless communication at a network entity, comprising:
memory; and
at least one processor coupled to the memory and, based at least in part on information stored in the memory, the at least one processor is configured to:
configure a user equipment (UE) to report interference measurement information indicating interference measurements for each interference measurement resource of a set of interference measurement resources and receive (Rx) beam information of the UE for performing interference measurements on each interference measurement resource of the set of interference measurement resources, wherein the interference measurement information and the corresponding Rx beam information is training information for a machine learning (ML) based interference prediction algorithm, and the interference measurement information and the corresponding Rx beam information comprise a set of input training information for inputs to the ML-based interference prediction algorithm, and a set of output training information for predicted interference outputs of the ML-based interference prediction algorithm;
transmit a set of interference measurement reference signals on the set of interference measurement resources for the UE; and
receive, in response to the transmitted set of interference reference signals on the set of interference measurement resources, the interference measurement information and the corresponding Rx beam information.