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:
Dec. 14, 2021

Filed:

Dec. 18, 2019
Applicant:

Beijing University of Posts and Telecommunications, Beijing, CN;

Inventors:

Mugen Peng, Beijing, CN;

Hongyu Xiang, Beijing, CN;

Shi Yan, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); H04W 24/10 (2009.01); H04W 40/24 (2009.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 41/0836 (2013.01); H04L 41/0816 (2013.01); H04L 41/16 (2013.01); H04W 24/10 (2013.01); H04W 40/24 (2013.01); G06N 20/00 (2019.01);
Abstract

An artificial intelligence-based networking method for fog radio access networks, which includes: a central computing logic module receives reported data which includes measurement report data from user terminals, wireless transmission data from base stations, and operation and maintenance data from a radio access network. Based on these reported data and proper machine learning algorithms, the central computing logic module configures an operating mode of a radio access network that matches user behavior, service attributes, and radio access network performance indicators. According to the operating mode, an edge computing logic module determines whether to optimize a current configuration of an edge communication entity and allocation of radio resources, computing resources, and caching resources. With proper machine learning algorithms, the proposed networking method meets various service requirements. By configuring the radio access network flexibly, the method enables the radio access network to adapt to different application scenarios and performance objectives.


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