METHOD AND APPARATUS FOR CSI PREDICTION IN WIRELESS NETWORKS

Title:

METHOD AND APPARATUS FOR CSI PREDICTION IN WIRELESS NETWORKS

Document Type and Number:

WIPO Patent Application WO/2024/071920

Kind Code:

A1

Abstract:

Embodiments herein provide a method for channel state information (CSI) prediction by a user equipment (UE) in a wireless network. The method comprises determining a CSI; inputting the determined CSI to at least one machine learning (ML) based CSI prediction model to obtain at least one predicted precoder; encoding the at least one predicted precoder into at least one bit stream using at least one ML based CSI encoding model or at least one non-ML based CSI encoding model; and transmitting the at least one encoded bit stream to a network apparatus in the wireless network for the ML based CSI prediction at the network apparatus.

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Inventors:

KUMAR ASHWINI (IN)
ABEBE AMEHA TSEGAYE (KR)
CHAVVA ASHOK KUMAR REDDY (IN)
KADAMBAR SRIPADA (IN)

Application Number:

PCT/KR2023/014691

Publication Date:

April 04, 2024

Filing Date:

September 25, 2023

Export Citation:

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Assignee:

SAMSUNG ELECTRONICS CO LTD (KR)

International Classes:

H04B7/06; G06N20/00; H04B7/0456; H04B17/373

Attorney, Agent or Firm:

LEE, Keon-Joo et al. (KR)

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