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. 24, 2024
Filed:
May. 25, 2021
Applicant:
Hyundai Mobis Co., Ltd., Seoul, KR;
Inventors:
Chung Yong Lee, Seoul, KR;
Chae Hun Im, Seoul, KR;
Assignee:
HYUNDAI MOBIS CO., LTD., Seoul, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04B 7/0413 (2017.01); B60W 50/06 (2006.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); H04W 4/40 (2018.01);
U.S. Cl.
CPC ...
H04B 7/0413 (2013.01); B60W 50/06 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); H04W 4/40 (2018.02); B60W 2520/10 (2013.01);
Abstract
The present exemplary embodiments provide a reinforcement learning based signal detection apparatus and method for vehicular MIMO communication which flexibly adjust the performance and the complexity by applying the reinforcement learning during the MIMO signal detecting process, improving a trade-off relationship between the performance and the complexity of the MIMO signal detection, and controlling the number of episodes of the reinforcement learning in accordance with the speed of the vehicle.