The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 06, 2022
Filed:
Jan. 21, 2022
Applicant:
Hon Lin Technology Co., Ltd., Taipei, TW;
Inventors:
Chia-Jung Fan, Hsinchu, TW;
Chien-Jen Hwang, Hsinchu, TW;
Ching-Ju Lin, Hsinchu, TW;
Ping-Jung Hsieh, Hsinchu, TW;
Tsung-Yen Chan, Hsinchu, TW;
Assignee:
HON LIN TECHNOLOGY CO., LTD., Taipei, TW;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04B 7/06 (2006.01); G06N 20/00 (2019.01); H04W 24/02 (2009.01); H04B 7/0426 (2017.01);
U.S. Cl.
CPC ...
H04B 7/0617 (2013.01); G06N 20/00 (2019.01); H04B 7/043 (2013.01); H04W 24/02 (2013.01);
Abstract
A method for selecting a beamforming technique, applied in an apparatus of a multi-cell network, provides optimization to maximize effective throughput of communication based on the multi-cell network, the optimization is modelled as a Markovian decision process, and a multi-agent reinforcement learning framework is built based on the multi-cell network. A multi-agent reinforcement learning algorithm is used to generate the optimization and obtain a current beamforming selection strategy of all base stations.