Patent · US Active

Transfer learning for radio resource management

US11658880B2 · kind B2 · utility

1Cited by

0References

20Claims

0Family size

Assignee

Telefonaktiebolaget LM Ericsson (Publ) · SE

Inventors

Euhanna Ghadimi · Bromma, SE
Jonas Wiorek · Sollentuna, SE
Sholeh Yasini · Sundbyberg, SE

Key dates

Filing date	Feb 27, 2019
Grant date	May 23, 2023
Priority date	—
Expiry date	May 21, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A framework for transfer learning for radio resource management-related tasks in radio access networks is defined in terms of functional entities of the network operator and associated signaling. A source learner (110) provides parameters or policies that incorporate knowledge related to another context than the actual context in which the RRM-related task is to be executed. A target learner (120) converts the source policies and parameters into models or target policies relevant to the actual context of the RRM-related task. An actor (130) receiving target learner's output is enabled to determine an RRM-related action for accomplishing the RRM-related task.

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