View source for 18319358. METHOD AND APPARATUS FOR SUPPORT OF MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE-ASSISTED CSI FEEDBACK simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)

=METHOD AND APPARATUS FOR SUPPORT OF MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE-ASSISTED CSI FEEDBACK=


==Organization Name==

[[:Category:SAMSUNG ELECTRONICS CO., LTD.|SAMSUNG ELECTRONICS CO., LTD.]]


[[Category:SAMSUNG ELECTRONICS CO., LTD.]]

==Inventor(s)==

[[:Category:Caleb K. Lo of San Jose CA (US)|Caleb K. Lo of San Jose CA (US)]][[Category:Caleb K. Lo of San Jose CA (US)]]

[[:Category:Gilwon Lee of McKinney TX (US)|Gilwon Lee of McKinney TX (US)]][[Category:Gilwon Lee of McKinney TX (US)]]

[[:Category:Eko Onggosanusi of Coppell TX (US)|Eko Onggosanusi of Coppell TX (US)]][[Category:Eko Onggosanusi of Coppell TX (US)]]

[[:Category:Md. Saifur Rahman of Plano TX (US)|Md. Saifur Rahman of Plano TX (US)]][[Category:Md. Saifur Rahman of Plano TX (US)]]

[[:Category:Ravindranath Kanamangala of Murphy TX (US)|Ravindranath Kanamangala of Murphy TX (US)]][[Category:Ravindranath Kanamangala of Murphy TX (US)]]

==METHOD AND APPARATUS FOR SUPPORT OF MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE-ASSISTED CSI FEEDBACK - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18319358 titled 'METHOD AND APPARATUS FOR SUPPORT OF MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE-ASSISTED CSI FEEDBACK

==Simplified Explanation==

The patent application describes methods and apparatuses for supporting machine learning or artificial intelligence assisted channel state information feedback. 

* Transmit capability information indicating the UE's ability to support ML-based parameter configuration for CSI reports
* Receive configuration information specifying parameters for the ML-based parameter configuration
* Receive CSI reference signals
* Measure the CSI-RSs
* Determine the CSI report based on the configuration information, measured CSI-RSs, and localized observations of channel statistics
* Transmit the CSI report

== Potential Applications ==
* Wireless communication systems
* 5G and beyond networks
* Internet of Things (IoT) devices

== Problems Solved ==
* Efficient channel state information feedback
* Optimized parameter configuration for CSI reports
* Enhanced network performance and reliability

== Benefits ==
* Improved network efficiency
* Enhanced user experience
* Better utilization of resources


==Original Abstract Submitted==

Methods and apparatuses for support of machine learning (ML) or artificial intelligence (AI) assisted channel state information (CSI) feedback. A method performed by a user equipment (UE) includes transmitting capability information indicating a capability of the UE to support a ML based parameter configuration associated with CSI reports; receiving configuration information that indicates parameters for the ML based parameter configuration associated with the CSI reports; and receiving CSI reference signals (RSs). The method further includes measuring the CSI-RSs; determining, based on the configuration information, the measured CSI-RSs, and information related to localized observations of channel statistics in one or more domains, configuration parameters in the one or more domains for the CSI reports; determining, based on the configuration parameters in the one or more domains, a CSI report; and transmitting the CSI report.



[[Category:H04B7/06]]