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:
Feb. 04, 2025
Filed:
Sep. 30, 2022
Samsung Electronics Co., Ltd., Suwon-si, KR;
Hang Li, Montreal, CA;
Ju Wang, Brossard, CA;
Chengming Hu, Montreal, CA;
Xi Chen, Montreal, CA;
Xue Liu, Montreal, CA;
Seowoo Jang, Seoul, KR;
Gregory Lewis Dudek, Westmount, CA;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A server for predicting a future traffic load of a base station is provided. The server may obtain a first prediction model based on traffic data collected from the base station for a first period of time, obtain a second prediction model based on traffic data collected from the same base station for a second period time, and also based on knowledge transferred from the first prediction model. Each of the first prediction model and the second prediction model may include an encoder module, a reconstruction module, and a prediction module which are connected to form two paths, an encoder-reconstruction path and an encoder-prediction path, to preserve more information of historic traffic data.