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:
Oct. 04, 2022
Filed:
Oct. 05, 2018
Applicant:
Nec Laboratories America, Inc., Princeton, NJ (US);
Inventors:
Yue-Kai Huang, Princeton, NJ (US);
Shaoliang Zhang, Princeton, NJ (US);
Ezra Ip, West Windsor, NJ (US);
Weiyang Mo, Sunnyvale, CA (US);
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); H04B 10/556 (2013.01); G06N 3/04 (2006.01); H04B 10/077 (2013.01); H04B 10/54 (2013.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0481 (2013.01); G06N 3/082 (2013.01); H04B 10/0775 (2013.01); H04B 10/541 (2013.01); H04B 10/5561 (2013.01);
Abstract
Systems and methods for predicting performance of a modulation system are provided. A neural network model is trained using performance information of a source system. The neural network model is modified with transferable knowledge about a target system to be evaluated. The neural network model is tuned using specific characteristics of the target system to create a source-based target model. The target system performance is evaluated using the source-based target model to predict system performance of the target system.