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.

Date of Patent:
May. 10, 2022

Filed:

Dec. 13, 2018
Applicant:

Industry-academic Cooperation Foundation, Yonsei University, Seoul, KR;

Inventors:

Seong-Lyun Kim, Seoul, KR;

Han Cha, Seoul, KR;

Jee Min Kim, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 4/00 (2018.01); H04W 16/14 (2009.01); H04W 76/18 (2018.01); H04W 24/02 (2009.01); H04W 74/08 (2009.01);
U.S. Cl.
CPC ...
H04W 16/14 (2013.01); H04W 24/02 (2013.01); H04W 74/0833 (2013.01); H04W 76/18 (2018.02);
Abstract

Disclosed is a control device for determining cognitive radio terminals. The device comprises: a spectrum sensing information storage unit for receiving and storing interference amount information for each frequency from spectrum sensing devices; a communication success probability calculation unit for receiving position information from secondary user terminals within a network and calculating a communication success probability of each secondary user terminal; a reinforced learning unit for setting the communication success probability as an initial access probability for each of the secondary user terminals and enabling learning such that an access probability, a state function, and a utility function are updated for each of the secondary user terminals at each iteration; and a cognitive radio terminal determining unit for, when the leaning is completed in the reinforced learning unit, selecting a secondary user terminal to execute cognitive radio communication on the basis of a final access probability.


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