Invention Publication
- Patent Title: NEURAL NETWORK OR LAYER CONFIGURATION INDICATOR FOR A CHANNEL STATE INFORMATION SCHEME
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Application No.: US18004255Application Date: 2021-08-17
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Publication No.: US20240013043A1Publication Date: 2024-01-11
- Inventor: Alexandros Manolakos , Pavan Kumar Vitthaladevuni , June Namgoong , Jay Kumar Sundararajan , Taesang Yoo , Hwan Joon Kwon , Krishna Kiran Mukkavilli , Tingfang Ji , Naga Bhushan
- Applicant: QUALCOMM INCORPORATED
- Applicant Address: US CA San Diego
- Assignee: QUALCOMM INCORPORATED
- Current Assignee: QUALCOMM INCORPORATED
- Current Assignee Address: US CA San Diego
- Priority: GR 200100495 2020.08.18
- International Application: PCT/US2021/046266 2021.08.17
- Date entered country: 2023-01-04
- Main IPC: G06N3/08
- IPC: G06N3/08

Abstract:
Methods, systems, and devices for wireless communications are described. A user equipment (UE) may train a first set of layers of a neural network based on channel estimates using a set of resources. The UE may generate a set of weights for the first set of layers of the neural network based on the training. The UE may receive, from a first network entity, an indication of an association between a first set of signaling and a second set of signaling based on the first set of layers of the neural network. The UE may receive the second set of signaling from a second network entity and process the second set of signaling using the set of weights for the first set of layers based on the association between the first set of signaling and the second set of signaling.
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