US 11,658,708 B2
Codebook embedding generation and processing
Lindsey Makana Kostas, San Diego, CA (US); Ryan Michael Carey, Nashua, NH (US); Mihir Vijay Laghate, San Diego, CA (US); Lorenzo Ferrari, Oakland, CA (US); Yuan Gao, San Diego, CA (US); and Raghu Narayan Challa, San Diego, CA (US)
Assigned to QUALCOMM Incorporated, San Diego, CA (US)
Filed by QUALCOMM Incorporated, San Diego, CA (US)
Filed on Jul. 2, 2021, as Appl. No. 17/366,823.
Prior Publication US 2023/0006718 A1, Jan. 5, 2023
Int. Cl. H04W 16/28 (2009.01); H04B 7/0456 (2017.01); G06N 3/08 (2023.01); H04L 5/00 (2006.01)
CPC H04B 7/0456 (2013.01) [G06N 3/08 (2013.01); H04L 5/0048 (2013.01); H04W 16/28 (2013.01)] 28 Claims
OG exemplary drawing
1. A method for wireless communication by a wireless node, comprising:
receiving an embedding representing a characterization associated with a beam, wherein the characterization comprises array gain measurements or codebook beam characterization metrics;
providing the embedding to a machine learning (ML) model;
generating one or more communication parameters for communication using the beam via the ML model based on the embedding;
communicating using the one or more communication parameters; and
training an encoder configured to generate embeddings using the characterization associated with the beam.