Patent · US Active

Resource allocation method and apparatus for wireless backhaul network based on reinforcement learning

US10805931B2 · kind B2 · utility

0Cited by

0References

17Claims

0Family size

Assignee

KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY · KR

Inventors

Dong-Ho Cho · Seoul, KR
Dong Ji · Tempe, US
Hyuk Joon Lee · Daejeon, KR

Key dates

Filing date	Feb 27, 2019
Grant date	Oct 13, 2020
Priority date	—
Expiry date	Apr 13, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/02
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Disclosed is a reinforcement learning-based resource allocation method for a wireless backhaul network, which is performed by a resource allocation apparatus. The method includes estimating locations of a plurality of base stations on the basis of channel state information (CSI) measured by the plurality of base stations; and allocating resources of the wireless backhaul network to the plurality of base stations using a reinforcement learning neural network having the locations as an input.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.