Invention Application
- Patent Title: MODEL STATUS MONITORING, REPORTING, AND FALLBACK IN MACHINE LEARNING APPLICATIONS
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Application No.: PCT/CN2021/093817Application Date: 2021-05-14
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Publication No.: WO2022236807A1Publication Date: 2022-11-17
- Inventor: REN, Yuwei , ZHENG, Ruiming , HAO, Chenxi , ZHU, Xipeng , KRISHNAN, Shankar , YOO, Taesang , ZHANG, Yu , XU, Hao , HUANG, Yin
- Applicant: QUALCOMM INCORPORATED , REN, Yuwei , ZHENG, Ruiming , HAO, Chenxi , ZHU, Xipeng , KRISHNAN, Shankar , YOO, Taesang , ZHANG, Yu , XU, Hao , HUANG, Yin
- Applicant Address: Attn: International IP Administration; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive
- Assignee: QUALCOMM INCORPORATED,REN, Yuwei,ZHENG, Ruiming,HAO, Chenxi,ZHU, Xipeng,KRISHNAN, Shankar,YOO, Taesang,ZHANG, Yu,XU, Hao,HUANG, Yin
- Current Assignee: QUALCOMM INCORPORATED,REN, Yuwei,ZHENG, Ruiming,HAO, Chenxi,ZHU, Xipeng,KRISHNAN, Shankar,YOO, Taesang,ZHANG, Yu,XU, Hao,HUANG, Yin
- Current Assignee Address: Attn: International IP Administration; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive; 5775 Morehouse Drive
- Agency: NTD PATENT & TRADEMARK AGENCY LTD.
- Main IPC: H04W24/02
- IPC: H04W24/02 ; G06N20/00 ; H04W24/04 ; H04W24/10 ; H04W88/02
Abstract:
A method of wireless communications by a user equipment (UE) includes communicating with a network based on a machine learning model for wireless communication. The method also includes monitoring a status of the machine learning model for wireless communication. The method further includes reporting the status of the machine learning model for wireless communication using a predetermined resource according to a predetermined format. The method also includes falling back to communicating with a fallback procedure, instead of the machine learning model for wireless communication, to maintain wireless communication with the network in response to the status of the machine learning model indicating a model failure.
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