20250219874. Machine Learning Wir (QUALCOMM Incorporated)

MACHINE LEARNING FOR WIRELESS CHANNEL ESTIMATION

Abstract: certain aspects of the present disclosure provide techniques and apparatus for wireless channel estimation using machine learning. a current sparsifying dictionary is generated by processing a sensing matrix and a current channel observation for the digital communication channel using a posterior neural network in a first iteration of a machine learning model, and a current sparse channel representation is generated by processing the current sparsifying dictionary, the sensing matrix, and the current channel observation using a likelihood neural network in the first iteration.

Inventor(s): Fabio Valerio MASSOLI, Arash BEHBOODI, Christos LOUIZOS, Joseph Binamira SORIAGA

CPC Classification: H04L25/0254 ({using least-mean-square [LMS] method})

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