Invention Grant
- Patent Title: Spectrum sharing with deep reinforcement learning (RL)
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Application No.: US17463053Application Date: 2021-08-31
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Publication No.: US11968541B2Publication Date: 2024-04-23
- Inventor: Akash Sandeep Doshi , Srinivas Yerramalli , Lorenzo Ferrari , Taesang Yoo
- Applicant: QUALCOMM Incorporated
- Applicant Address: US CA San Diego
- Assignee: QUALCOMM Incorporated
- Current Assignee: QUALCOMM Incorporated
- Current Assignee Address: US CA San Diego
- Agency: QUALCOMM Incorporated
- Main IPC: H04W16/14
- IPC: H04W16/14 ; G06N3/006 ; G06N3/045 ; G06N3/08 ; G06N3/088 ; H04W24/08
Abstract:
A method of wireless communication performed by a first transmission device includes determining a set of spectrum sharing parameters based on sensing performed during a sensing period of a current time slot in a fixed contention based spectrum sharing system. The first transmission device shares a spectrum with a second transmission device. The method also includes determining, at a first artificial neural network of the first transmission device, a transmission device action, and/or a transmission parameter in response to receiving the set of spectrum sharing parameters. The method further includes transmitting, from the first transmission device, to a first receiving device during a data transmission phase of the current time slot based on the transmission device action and/or the transmission parameter.
Public/Granted literature
- US20220078626A1 SPECTRUM SHARING WITH DEEP REINFORCEMENT LEARNING (RL) Public/Granted day:2022-03-10
Information query
